The DOI matches its Crossref record; 99 of the 100 references it cites were found in a registry or an index; 39 of the 95 sources its claims cite were checked for support.
Learned helplessness at fifty: Insights from neuroscience.
Open accessAbstract
Learned helplessness, the failure to escape shock induced by uncontrollable aversive events, was discovered half a century ago. Seligman and Maier (1967) theorized that animals learned that outcomes were independent of their responses-that nothing they did mattered-and that this learning undermined trying to escape. The mechanism of learned helplessness is now very well-charted biologically, and the original theory got it backward. Passivity in response to shock is not learned. It is the default, unlearned response to prolonged aversive events and it is mediated by the serotonergic activity of the dorsal raphe nucleus, which in turn inhibits escape. This passivity can be overcome by learning control, with the activity of the medial prefrontal cortex, which subserves the detection of control leading to the automatic inhibition of the dorsal raphe nucleus. So animals learn that they can control aversive events, but the passive failure to learn to escape is an unlearned reaction to prolonged aversive stimulation. In addition, alterations of the ventromedial prefrontal cortex-dorsal raphe pathway can come to subserve the expectation of control. We speculate that default passivity and the compensating detection and expectation of control may have substantial implications for how to treat depression. (PsycINFO Database Record
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Claims the paper makes
39 of 95 cited sources checked · 19 supported · 3 flagged · accuracy not yet measured
At least one cited source doesn’t support this claim or points to a different paper, and none confirmed it — see the verdicts below.
In the paper
“Second, it is trans-situational and so inescapable shock in one situation blocks the passivity/anxiety caused by even stressors that do not involve shock in different situations.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Disputedcites Amat et al. (2010) sourceExperimental — accuracy not yet measured
The Discussion reports that prior escapable shock blocked the behavioral effects of later social defeat, a stressor involving no shock. It explicitly says yoked inescapable shock did not have this effect and slightly, though not significantly, exaggerated those effects. The claim reverses which initial shock condition was protective. (LLM, conf=0.95)
Checked by a reasoning model — may be wrong.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: Social defeat involves a strong element of uncontrollability.
- Disputed
At least one cited source doesn’t support this claim or points to a different paper, and none confirmed it — see the verdicts below.
In the paper
“Moreover, perceived control in these pain studies increases ventromedial prefrontal cortex activity (Salomons, Johnstone, Backonja, & Davidson, 2004).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control
What the sources say
- Disputedcites Salomons, Johnstone, Backonja, & Davidson, 2004 sourceExperimental — accuracy not yet measured
The fMRI section defines the reported contrast as uncontrollable minus controllable pain (UC − C). Table 1 lists prefrontal activation under that contrast, indicating greater activity with perceived uncontrollability, not an increase with perceived control. The paper does not identify a vmPFC increase. (LLM, conf=0.84)
Checked by a reasoning model — may be wrong.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Disputed
At least one cited source doesn’t support this claim or points to a different paper, and none confirmed it — see the verdicts below.
In the paper
“A number of studies employing painful stimuli have found that providing control, or inducing perceived control, reduces the experienced intensity of the painful stimulus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control
What the sources say
- Disputedcites Salomons, Johnstone, Backonja, & Davidson, 2004 sourceExperimental — accuracy not yet measured
The Behavioral results report virtually identical pain ratings in the uncontrollable and controllable conditions (7.19 versus 7.20), with no significant difference. The Discussion says the neural-activity differences were not attributable to a difference in perceived pain. Thus, this study does not find that perceived control reduced experienced pain intensity. (LLM, conf=0.94)
Checked by a reasoning model — may be wrong.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Disputed
Every source the paper cites for this claim was checked and supports it.
In the paper
“inescapable shock reduces later social investigation of a juvenile, a putative measure of anxiety”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Supportedcites Christianson, Paul, et al., 2008 source
The Discussion reports that inescapable shock (IS), but not escapable shock, reduced subsequent social exploration with a juvenile. It also says the procedure was sensitive to anxiogenic and anxiolytic drugs, supporting the interpretation of reduced exploration as a measure of anxiety. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“However, the mere presence of a juvenile leads to a large increase in 5-HT within the amygdala in a subject that has experienced inescapable shock, but not escapable shock previously”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Supportedcites Christianson et al., 2010 source
The Results section, “Extracellular BLA 5-HT during and following social exploration,” reports that a five-minute juvenile encounter increased extracellular 5-HT in the basolateral amygdala after inescapable shock, but not after escapable shock. The Discussion describes the increase after inescapable shock as large and sustained. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“So, the conclusion is that the dorsal raphe nucleus does not receive any heightened excitation from inescapable shock relative to escapable shock.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: How and What does the Dorsal raphe nucleus Know?
What the sources say
- Partly supportedcites McDevitt et al., 2009 sourceExperimental — accuracy not yet measured
The Discussion (page not provided) says the dorsal raphe shows reduced activity during controllable stress and describes an inhibitory pathway activated under that condition. This supports inhibition during escapable shock as an explanation for the activity difference, but it does not establish that inescapable shock produces no greater excitatory input. (LLM, conf=0.82)
- Not checked — no full text of the sourcecites Grahn et al., 2002 source
- Not checked — no full text of the sourcecites Weiss & Simson, 1988 source
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Direct electrophysiological measurement of projecting prelimbic neurons indicates that escapable shock, but not inescapable shock increases their excitability (Varela, Wang, Christianson, Maier, & Cooper, 2012).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Supportedcites Varela, Wang, Christianson, Maier, & Cooper, 2012 source
The Introduction identifies the measured cells as prelimbic projection neurons and describes electrophysiological measurements after escapable or inescapable tail shock. The Discussion reports increased excitability after escapable shock and no observable change after inescapable shock. (LLM, conf=0.93)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Thus, stimulation of the infralimbic region should inhibit fear expression, and it does (Sierra-Mercado, Padilla-Coreano, & Quirk, 2011).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
What the sources say
- Partly supportedcites Sierra-Mercado, Padilla-Coreano, & Quirk, 2011 sourceExperimental — accuracy not yet measured
The Discussion (‘Fear expression: PL not IL’; page unavailable) suggests that IL helps inhibit fear responses during extinction. But the Results report inactivation, not stimulation: IL inactivation did not change freezing at the start of the session, though it impaired extinction. The paper therefore does not demonstrate that stimulating IL inhibits initial fear expression. (LLM, conf=0.83)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“the dorsal raphe nucleus receives virtually all of its cortical input from the prelimbic region (PL) of the ventromedial prefrontal cortex (vmPFC) (Peyron, Petit, Rampon, Jouvet, & Luppi, 1997; Vertes, 2004).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
What the sources say
- Not matchedcites Peyron, Petit, Rampon, Jouvet, & Luppi, 1997
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Partly supportedcites Vertes, 2004 sourceExperimental — accuracy not yet measured
The Prelimbic cortex results (p. 8) report fairly dense PL innervation of the dorsal raphe nucleus. But the Infralimbic cortex results (p. 6) also report light-to-moderate innervation, and the paper does not establish that virtually all cortical input comes from PL. (LLM, conf=0.86)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Indeed, microinjection of 5-HT2C antagonists directly into these structures does block the passivity and increased anxiety (Christianson et al., 2010; Strong et al., 2011).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Dorsal raphe nucleus Activation is Necessary and Sufficient for Passivity/Anxiety
What the sources say
- Partly supportedcites Christianson et al., 2010 sourceExperimental — accuracy not yet measured
The Results (Intra-BLA 5-HT2C receptor antagonism; page unavailable) report that microinjecting the antagonist into the basolateral amygdala before testing reversed the anxiety-like reduction in social exploration after inescapable shock. The Discussion says that whether the basolateral amygdala is involved in the antagonist’s effect on shuttle-box escape deficits remains to be determined. This paper therefore does not support the claim that microinjection blocked passivity. (LLM, conf=0.90)
- Partly supportedcites Strong et al., 2011 sourceExperimental — accuracy not yet measured
Results §3.4 (page not provided) reports that injecting a 5-HT2C antagonist into the basolateral amygdala before testing partially reduced the escape deficit after uncontrollable stress. It did not reduce exaggerated freezing, the paper’s measure of stress-induced fear. Results §3.2 likewise reports that dorsal-striatum injection improved escape behavior but not exaggerated fear, so this source does not support the claim that the injections blocked both passivity and increased anxiety. (LLM, conf=0.92)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“Briefly, the association between a stimulus predicting shock and the shock forms in basolateral regions of the amygdala.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
What the sources say
- Not matchedcites Davis, Rainnie, & Cassell, 1994
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked — no full text of the sourcecites LeDoux, 2003 source
- Supportedcites Maren & Quirk, 2004 source
The figure caption in Conclusions (page not specified) says tone and shock inputs converge in the lateral amygdala, producing potentiated responses to the tone. The paper defines the basolateral amygdala as including the lateral nucleus, supporting the cited paraphrase. (LLM, conf=0.90)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Not matched
Every source the paper cites for this claim was checked and supports it.
In the paper
“Increases in these particular proteins (e.g., phosphorylated extracellular signal-regulated kinase) are indeed induced in the prelimbic region of theventromedial prefrontal cortex by escapable shock (Christianson et al., 2014)”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Supportedcites Christianson et al., 2014 source
The Results section, “Escapable stress induced ERK phosphorylation in the PL and IL,” reports significant increases in phosphorylated ERK1 and ERK2 in the prelimbic (PL) region after escapable stress. Figure 2 likewise reports increased phosphorylated ERK1/2 in PL samples after 25 trials. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Of special note, the infralimbic region sends excitatory glutamatergic projections to a region of the amygdala known as the intercalated cell region.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
What the sources say
- Supportedcites Berretta, Pantazopoulos, Caldera, Pantazopoulos, & Pare, 2005 source
The Abstract says intercalated neurons receive glutamatergic afferents from the infralimbic cortex, and the Discussion says the cortex sends substantial projections to intercalated cell masses. The Abstract also reports results suggesting these inputs activate intercalated neurons. Page numbers are not provided in our copy. (LLM, conf=0.92)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“As this conclusion also predicts, inactivating the dorsolateral striatum and the habit system did not reduce the protective effects of escapability.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Partly supportedcites Amat et al. (2014) sourceExperimental — accuracy not yet measured
The Results (Juvenile social exploration at 24 h after stress) report that D-AP5 injected into the dorsolateral striatum before escapable shock did not diminish the behavioral protection afforded by control. The Discussion identifies the dorsolateral striatum with the habit system. However, the experiment blocked NMDA receptors in that region; it did not establish the effect of inactivating the entire region or habit system. (LLM, conf=0.85)
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Inhibitors of just these plasticity proteins prevent immunization when microinjected in the prelimbic area (Christianson et al., 2014)”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Supportedcites Christianson et al., 2014 source
The Results report that intra-PL U0126 completely prevented behavioral immunization. The Discussion also states that NMDAR blockade in the PL prevented immunization, supporting the claim about inhibitors microinjected into the prelimbic area. (LLM, conf=0.91)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“As expected, perceived control over the snake presentation reduced anticipatory anxiety on snake trials.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control
What the sources say
- Partly supportedcites Kerr, McLaren, Mathy, and Nitschke (2012) sourceExperimental — accuracy not yet measured
The Introduction (page unavailable) describes controllable and uncontrollable snake-video trials, and the Abstract reports greater anticipatory vmPFC activity when participants had control. The copy does not report that perceived control reduced anticipatory anxiety on snake trials; its reported finding is a difference in neural activity, not a measured reduction in anxiety. (LLM, conf=0.84)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Finally, there was a negative relationship between ventromedial prefrontal cortex and amygdala activity on snake trials.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control
What the sources say
- Partly supportedcites Kerr et al. (2012) sourceExperimental — accuracy not yet measured
The Results (fMRI context-dependent connectivity/gPPI results; page unavailable) report vmPFC–amygdala connectivity during anticipation of snake videos, including greater connectivity for controllable snake than controllable fish trials. They do not report a negative relationship between the regions’ activity on snake trials. The Discussion also cautions that PPI cannot conclusively establish the direction of their association. (LLM, conf=0.85)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Moreover, these effects of prior control depended on the ventromedial prefrontal cortex (Baratta, Lucero, Amat, Watkins, & Maier, 2008)”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
What the sources say
- Supportedcites Baratta, Lucero, Amat, Watkins, & Maier, 2008 source
The paper’s Abstract states that the effect of prior behavioral control on subsequent conditioned fear depends on ventral medial prefrontal cortex activation. It further reports that infralimbic cortex inactivation before testing, but not before conditioning, blocked the fear-reducing effect, locating that dependence in fear expression rather than learning. (LLM, conf=0.93)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Supported
In the paper
“Importantly, behavioral sequelae of IS such as escape deficits and anxiety also persist for just this period of time”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Not checked — no full text of the sourcecites Maier, 2001 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“the ESC and the 0 group learned to escape equally well”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Placing a juvenile into an adult's rat cage, as is done in this test, produces no increase in 5-HT activity at all in control subjects.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Both inescapable shock and escapable shock led to a rapid and large release of 5-HT.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, 5-HT dropped precipitously as the escapable subjects learned the instrumental wheel-turn escape response, even though the shocks continued.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This elevated level of 5-HT within the dorsal raphe nucleus was maintained even after the session ended for the inescapable subjects.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“We know that the part of the brain that DETECTs control is a circuit formed by the prelimbic area of the ventromedial prefrontal cortex and the dorsal medial striatum.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearThe paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“The data suggest that there are two important circuits within the ventromedial prefrontal cortex engaged by control that mediate the protective effects of control—a prelimbic-dorsomedial striatum pathway and a prelimbic-dorsal raphe nucleus pathway.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesNone of the sources cited for this claim have been checked yet.
In the paper
“The passivity produced by inescapable shock is transient, lasting for only a few days after the inescapable shock.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Since Baratta (2015) has shown that the prelimbic neurons that participate in these two circuits are quite discrete”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
What the sources say
- Not matchedcites Baratta (2015)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Here we have reviewed research that indicates that the experience of behavioral control over a stressor also has an enduring impact”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“it is learned very rapidly. Indeed, rodents escape with almost asymptotically fast latencies by the second or third trial (e.g., Grahn, Watkins, & Maier, 2000).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Not checked — no full text of the sourcecites Grahn, Watkins, & Maier, 2000 source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“When this system was inactivated so that control/lack of control information could not be detected and subjects were exposed to escapable shock or inescapable shock, the rats reacted to the shock as if it were inescapable – both in terms of passivity/anxiety and of neurochemistry.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“If the rats first experience is with escape the organism is immunized and reacts to subsequent stressors in new situations as if they are escapable.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Interestingly, these receptors are desensitized or downregulated by high levels of 5-HT.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“with the activity of the medial prefrontal cortex, which subserves the detection of control”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“This 5-HT comes from axon collaterals from neighboring 5-HT cells within the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Hence we discarded contiguity accounts of helplessness.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“When common cues are shared between the first environment and the test environment, processes such as fear conditioning could mediate the behavioral change.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, it should be clearly understood that this EXPECTATION may not be a cognitive process or entity as psychologists tend to view them. It is a circuit that provides an expectational function”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, 5-HT released within the dorsal raphe nucleus during the strong dorsal raphe nucleus 5-HT activation produced by inescapable shock could desensitize these receptors, leading to a loss of the normal inhibitory restraint on these cells, thereby sensitizing them.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Aversive shock, among its other neural actions, activates serotonergic (5-HT) neurons in the dorsal raphe nucleus (DRN).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“many of the behavioral consequences seemed to be captured as either inhibited fight/flight (poor escape, reduced aggression, reduced social dominance) or exaggerated fear/anxiety”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Passivity/Anxiety and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“When shock is initially escapable, the presence of control is DETECTed. This is accomplished by a circuit involving projections from the prelimbic region of the ventromedial prefrontal cortex (the PL) to the dorsal medial striatum (the DMS), and back.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearWhat the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Second, the initial stressor must occur in an environment very different from the test environment since one of the hallmarks of learned helplessness is trans-situationality.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesWhat the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, it is not enough to compare only inescapable shock and non-shocked controls.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes? Checkable: unclear✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“alterations of the ventromedial prefrontal cortex-dorsal raphe pathway can come to subserve the expectation of control”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This is now a circuit that EXPECTS control.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“If the rat has previously had control, now even inescapable shock or other uncontrollable stressors activate this prelimbic- dorsal raphe nucleus pathway, which they would not otherwise do.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIn the paper
“Importantly, activation of dorsal raphe nucleus 5-HT neurons also occurs robustly during other essentially uncontrollable stressors such as social defeat”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Not matchedcites Amat, Aleksejev, Paul, Watkins, & Maier, 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:boosted· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Not matched
In the paper
“Learned helplessness in the laboratory – combining the animal and human experimental results – produced eight of the nine symptoms, with the only exception being suicide and suicidal thoughts”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
What the sources say
- Not matchedcites Seligman, 1974; Simson & Weiss, 1988
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
In the paper
“the dogs often failed to escape altogether in the shuttlebox and passively waited the shock out”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
What the sources say
- Not matchedcites Leaf, 1964; Overmier & Leaf, 1965
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
In the paper
“Maier found that this escapable shock group easily learned to escape in the shuttlebox by jumping the barrier.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness
What the sources say
- Not checked — no full text of the sourcecites Maier (1970) source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“When these circuits are inactive the organism reacts passively and fearfully if the aversive event is prolonged.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This learned “mastery” effect foreshadows the main findings of the neuroscientific work below, in which first learning about escapable shock inhibits the default response of passivity.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness > Animals
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Passivity in response to shock is not learned.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This passivity can be overcome by learning control”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“So animals learn that they can control aversive events”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It is the default, unlearned response to prolonged aversive events”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“leading to the automatic inhibition of the dorsal raphe nucleus”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“it is mediated by the serotonergic activity of the dorsal raphe nucleus”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This is caused by prolonged exposure to aversive stimulation per se.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“These predictions were tested and largely borne out”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
What the sources say
- Not checked — no full text of the sourcecites Alloy et al., 1984 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“After detection of control, a separate and distinct population of prelimbic neurons are activated that here we call ACT.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesNone of the sources cited for this claim have been checked yet.
In the paper
“These treatments all prevented inescapable shock from producing its usual poor escape and heightened anxiety, and these subjects behaved as did non-shocked controls.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Dorsal raphe nucleus Activation is Necessary and Sufficient for Passivity/Anxiety
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“So it is the presence of control, not the absence of control, that is detected by prelimbic medial prefrontal circuits, leading to consequent prelimbic-mediated inhibition of stress-responsive brainstem structures such as the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“which in turn inhibits escape”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“So it seemed as if the subjects that received inescapable shock later behaved as if they had inhibited dorsal periaqueductal gray function and exaggerated amygdala/BNST function.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesWhat the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“First, control over the stressor must be manipulated to determine whether any neural change measured is indeed a consequence of the uncontrollability/controllability of the event.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness
Tests✓ Asserted: passes? Checkable: unclear✓ Load-bearing: passes✓ Based: passesIn the paper
“the addition of external stimuli such as a light or a tone occurring immediately after each INESC prevented the occurrence of later failure to learn to escape”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness > Animals
What the sources say
- Not matchedcites Minor et al., 1990; Weiss, 1971
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
In the paper
“a wide range of other behavioral changes followed INESC including reduced aggression, reduced social dominance, reduced food and water intake, exaggerated attention to external cues, reduced preference for sweet tastes, potentiated fear conditioning, slowed fear extinction, neophobia, anxious behavior on measures such as juvenile social exploration, potentiated opioid reward, exaggerated stereotyp”
- Also stated in: § Animals · plain
“Importantly, none of these occurred if the shocks were escapable”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness > Animals
What the sources say
- Not checked — no full text of the sourcecites Maier & Watkins, 2005 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Also stated in: § Animals · plain
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, it is not turning the wheel and actually escaping the shock by wheel turning that is necessary to prevent later passivity, but rather the detection of escapability by the prelimbic-dorsal medial striatum act/outcome system.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It is known that without prior escapable shock activation of the prelimbic-dorsal raphe nucleus ACT pathway requires the detection of control by the prelimbic-dorsal medial striatum DETECT circuit.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We conclude from this that the prelimbic-dorsal raphe nucleus ACT pathway can be modified over several hours after the joint experience of control and aversive stimulation, to respond to stressors in general as if they were controllable”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Furthermore, when these prelimbic neurons were inactivated during the inescapable shock via the microinjection of inhibitory pharmacological agents, immunization no longer occurred (Amat, Paul, Zarza, Watkins, & Maier, 2006).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Not matchedcites Amat, Paul, Zarza, Watkins, & Maier, 2006
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The work above indicates that dorsal raphe nucleus 5-HT neurons are selectively activated if the shock is inescapable, and that this activation is necessary and sufficient to produce passivity and anxiety.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: How and What does the Dorsal raphe nucleus Know?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Initial exposure to escapable shock prevents or reduces the passivity/anxiety induced by later inescapable shock, a phenomenon we called immunization (Maier et al., 1969).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Not matchedcites Maier et al., 1969
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
In the paper
“Dramatically, inescapable shock now does activate these cells as if the inescapable shock was escapable shock – if the organism had experienced immunizing control seven days earlier!”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Not matchedcites Baratta et al. (2009)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
In the paper
“Remarkably, now immunization occurred. That is, inescapable shock produces immunization as long as the prelimbic pathway is activated during shock.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Not matchedcites Amat et al. (2006)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“and this is compatible with the idea that this altered pathway subserves the EXPECTation that shock will be controllable in new aversive situations.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Here an antagonist to the 5-HT1A receptor was microinjected into the dorsal raphe nucleus during inescapable shock, and as above these subjects behaved later as if they had not received the inescapable shock.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Dorsal raphe nucleus Activation is Necessary and Sufficient for Passivity/Anxiety
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“There was no colocalization at all, indicating that these are separate populations of prelimbic neurons.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Not matchedcites M. Barratta (unpublished)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
None of the sources cited for this claim have been checked yet.
In the paper
“For example, the central nucleus of the amygdala projects to regions of the periaqueductal gray that produce freezing, a behavioral component of conditioned fear.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesNone of the sources cited for this claim have been checked yet.
In the paper
“Direct activation of the dorsal raphe nucleus by microinjection of the GABA antagonist picrotoxin or the benzodiazepine receptor antagonist beta-carboline both produce the typical behavioral outcomes that are produced by inescapable shock (Maier, Grahn, Maswood, & Watkins, 1995; Short & Maier, 1993).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Sufficiency of Dorsal raphe nucleus Activity for Passivity/Anxiety
What the sources say
- Not matchedcites Maier, Grahn, Maswood, & Watkins, 1995
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked — no full text of the sourcecites Short & Maier, 1993 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, the same prelimbic-dorsal raphe nucleus pathway that operates as ACT can later operate as EXPECT.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The dorsal raphe nucleus is a site of convergence that sums inputs from a number of structures themselves activated by shock (Figure 3).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: The dorsal raphe nucleus is a site of convergence that sums inputs from multiple structures activated by shock.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“So the presence of control activates descending inhibition of shock-induced dorsal raphe nucleus activation and thereby blocks passivity and anxiety.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Indeed, escapable shock but not exactly equal inescapable shock, increased c-fos protein in the labeled projecting neurons.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
What the sources say
- Not matchedcites Baratta et al. (2009)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, the experience of escapable shock (control) produced a specific and persistent change in the prelimbic-dorsal raphe nucleus circuit that led to the inhibition of the dorsal raphe nucleus and prevented passivity in response to even uncontrollable stress.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These findings provide some support for generalizing the animal data reviewed above to humans.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It also appears that the passivity and increased anxiety that follows uncontrollable stressors for several days is not produced by any expectancy at all, but rather is an unlearned reaction to prolonged aversive stimulation that sensitizes a specific set of neurons.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The non-difference between the zero group and the escapable shock group led us to believe that organisms expected controllability as the basic “default option”.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Given our caution about the multifarious functions and structures of the ventromedial prefrontal cortex, it has not escaped our notice that one such function is prospection, the representation of possible futures (Seligman et al., 2013).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
What the sources say
- Not checked — no full text of the sourcecites Seligman et al., 2013 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In the present case, the detailed knowledge concerning neural processes enabled the testing and major revision of the original psychological theory of learned helplessness—refinements that could not have happened without knowing the neural circuitry”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Contrasting Psychological and Neural Explanations of Learned Helplessness
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“That is, the findings that we have reviewed do not imply that the brain does not have circuitry to detect non-contingency between events that include actions and outcomes.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“the non-shocked controls learn control before 5-HT levels that could induce passivity have accumulated in regions such as the dPAG and striatum.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: 5-HT accumulates gradually across trials in response to aversive stimulation.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“There is no question that the presence of safety signals that predict a period of time free from shock can reduce the behavioral impact of aversive events.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, the neural basis of inescapable and escapable shock effects does not support this general schema.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In addition, plasticity is induced in the prelimbic-to dorsal raphe nucleus circuit so that the system is biased to initially react to aversive events as if they are controllable, thereby prolonging the duration of active responding.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This suggests that if the DETECT control circuit is absent the animal invariably reverts to the default of helplessness following exposure to any prolonged stressor.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, if control is possible this is detected and leads to the inhibition of this process so that active responding can continue.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Importantly, the presence of control aborts this process.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, expectancy does play a role, but it does in the immunization process. Here, an expectancy of control does blunt the impact of subsequent stressors.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Given this pattern we inferred that detecting and expecting a lack of control was the active ingredient.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Retrograde and anterograde tracing studies indicate that the dorsal raphe nucleus does not send a major projection to the paraventricular nucleus of the hypothalamus, and perhaps none at all (Larsen, Hay-Schmidt, Vrang, & Mikkelsen, 1996).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Not matchedcites Larsen, Hay-Schmidt, Vrang, & Mikkelsen, 1996
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“passivity/anxiety is explained by 5-HT accumulation during the testing in projection regions of the dorsal raphe nucleus that mediate these behaviors.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIn the paper
“Thus, the dorsal raphe nucleus is not a major source of the hypothalamo-pituitary-adrenal activation during stress (Herman & Cullinan, 1997).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Not checked — no full text of the sourcecites Herman & Cullinan, 1997 source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“showing that this structure exerts top-down inhibition of more than just the dorsal raphe nucleus”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, the part of the dimension that is detected or expected seems now to be the presence of control, not the absence of control.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“A default of helplessness eventually overcome by the experience of mastery over aversive events is compatible with the ontogeny of the human species: beginning life in a state of almost utter helplessness and only gradually learning to control bad events.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Treatment can only buffer against past and present events with moves that produce control over bad events in the future: These are therapy's end-runs around bad events.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIn the paper
“Furthermore, the critical dorsal raphe nucleus5-HT neurons that are involved in mediating the effects of uncontrollable stress and that are inhibited from the prelimbic by control are restricted to the caudal dorsal raphe nucleus (Grahn et al., 1999), maybe 8,000 neurons in the rat and 50,000 in the human.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
What the sources say
- Not matchedcites Grahn et al., 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“It was behavioral work and psychological theorizing that led to the isolation of behavioral control/lack of control as being the key feature of the Pavlovian conditioning that led to the failure to learn”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Contrasting Psychological and Neural Explanations of Learned Helplessness
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“First, Maier's group was able to test hypotheses that did not seem testable at the psychological level.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The neural evidence strongly suggests that activation and sensitization of the dorsal raphe nucleus leads to the passivity and anxiety characteristic of learned helplessness.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This is too small a number of cells by at least an order of magnitude to be imaged currently.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Rather passivity and heightened anxiety are the default mammalian reaction to prolonged bad events.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“What can be learned is cortical—that bad events will be controllable in the future.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The top-down circuitry that descends from the ventromedial prefrontal cortex down to the dorsal raphe nucleus and other structures acts to inhibit this default.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In conclusion, the neural circuitry underlying the phenomenon of learned helplessness strongly suggests that helplessness was not learned in the original experiments.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclear
- It may state two separate claims as one. 80
- Probably not a substantial claim. 18
- The quote only partly states this claim. 1
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Greenwood, Strong, and Fleshner (2010) have shown this to be the case. In their studies, manipulations that reduce fear conditioning reduce the shuttle escape deficit when the prior inescapable shocks were administered in the shuttlebox, but not when they were administered outside the shuttlebox.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness
What the sources say
- Partly supportedcites Greenwood, Strong, and Fleshner (2010) sourceExperimental — accuracy not yet measured
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Inescapable shock, but not exactly equal escapable shock, desensitizes these receptors so that dorsal raphe nucleus5-HT neurons are sensitized for a number of days and to a remarkably large extent.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Supportedcites Rozeske et al., 2011 source
The Results (Experiment 1; page not provided) report impaired serotonin-mediated inhibition of dorsal raphe neurons 24 hours after inescapable shock, but not after escapable shock. The Introduction says inescapable shock sensitizes these neurons for 24–72 hours, with exaggerated subsequent serotonin release; the Discussion explains that reduced 5-HT1A receptor function would sensitize them. (LLM, conf=0.90)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Of course, the desensitization of 5-HT1A receptors is not permanent, and recovers to normal within 3 days”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Partly supportedcites Rozeske et al., 2011 sourceExperimental — accuracy not yet measured
Results, Experiment 4 (page unavailable), show impaired 5-HT1A-receptor-mediated inhibition at 24 hours but no significant difference from controls at 7 days. The paper did not test receptor function at 3 days; its reference to effects lasting 24–72 hours concerns behavior, not measured receptor recovery. Thus, recovery by 3 days is not established. (LLM, conf=0.88)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“That is, activating the ventromedial prefrontal cortex-to-dorsal raphe nucleus pathway turned an animal without control into an animal with control.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
What the sources say
- Supportedcites Amat, Paul, Watkins, and Maier (2008) source
The Discussion reports that activating mPFCv during inescapable shock blocked DRN activation and prevented subsequent escape-learning failure, reproducing the protective effects of behavioral control. The paper describes the mPFCv-to-DRN projection as the proposed mechanism; the citing sentence is a functional analogy, not a claim that the animal gained actual control. (LLM, conf=0.90)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“First, inactivating the dorsal medial striatum did not interfere with the learning and performance of the escape response. This suggests that the rats could use the “dumber” habit system to acquire and perform the escape response.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Partly supportedcites Amat et al. (2014) sourceExperimental — accuracy not yet measured
The Results (Wheel-turn escape learning) report that rats given D-AP5 in the DMS learned and performed the escape response as efficiently as controls, and the Discussion suggests they did so through the habit system. But this finding concerns NMDA-receptor blockade during escapable shock, not DMS inactivation during both escapable and inescapable shock. The Experimental design section also says that a different DMS-inactivating drug, muscimol, prevented rats from learning to escape. (LLM, conf=0.88)
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“As would be predicted, Amat et al. (2014) found that escapable shock, but not inescapable shock activates the contingency-sensitive dorsal medial striatum, but not the habit-oriented contingency-insensitive dorsal lateral striatum.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Supportedcites Amat et al. (2014) source
The Results section (“Dorsomedial striatum Fos immunoreactivity”; page unavailable) reports a large Fos increase in the DMS after escapable shock but not inescapable shock. Neither condition produced a statistically significant group difference in the DLS, supporting the claimed contrast in activation, though the paper notes a small DLS increase after both conditions. (LLM, conf=0.91)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“One system, called the “act/outcome” system, is sensitive to the contingency between response and reinforcer.”
- Also stated in: § Detection of control · plain
“A second system, the “habit” system, is a mere habit that is not sensitive to contingency but only to the temporal pairing between response and reward, and it produces inflexible learning that is not sensitive to changes in the contingency of the reward (Balleine & Dickinson, 1998).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Supportedcites Balleine & O'Doherty, 2010 source
The Contingency Degradation section says response–outcome (R–O) learning is sensitive to contingency rather than mere contiguity. It contrasts this with stimulus–response (S–R) learning, which it describes as contiguity-driven and insensitive to non-contiguous outcome delivery. The paper specifies that the relevant temporal pairing for S–R learning is between stimuli and responses. (LLM, conf=0.91)
- Not checked — no full text of the sourcecites Balleine & Dickinson, 1998 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Detection of control · plain
Every source the paper cites for this claim was checked and supports it.
In the paper
“For example, Amat et al. (2010) reported that experience with escapable shock blocked the passivity in shuttle escape and also blocked the reduced social investigation (anxiety) produced by social defeat occurring seven days later.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Supportedcites Amat et al. (2010) source
The Experimental Designs section specifies that social defeat occurred seven days after escapable shock. The Results sections on Escape learning and Social exploration report that prior escapable shock blocked both the shuttlebox escape deficit and the decrease in social investigation caused by social defeat. Page numbers are unavailable in our copy. (LLM, conf=0.94)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: Social defeat involves a strong element of uncontrollability.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Importantly, the act/outcome system involves a corticostriatal circuit consisting of the prelimbic area within the ventromedial prefrontal cortex and the posterior dorsal medial striatum (DMS), while the”
- Also stated in: § Detection of control · plain
“habit system has no prefrontal cortical involvement, but instead involves the sensorimotor cortex and the dorsal lateral striatum (DLS).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Partly supportedcites Balleine & O'Doherty, 2010 sourceExperimental — accuracy not yet measured
The Neural Substrates of Goal-Directed Learning section identifies a rat prelimbic–dorsomedial striatal circuit for goal-directed learning, and the Figure 2 caption (Future Directions) links sensorimotor cortical inputs to dorsolateral striatum with habits. The paper describes rodent prelimbic cortex as analogous to human vmPFC, not as an area within it, and the cited passages do not specify the posterior dorsomedial striatum. (LLM, conf=0.83)
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Detection of control · plain
Every source the paper cites for this claim was checked and supports it.
In the paper
“As would be expected, social defeat also increased dorsal raphe nucleus 5-HT activity, and this increase was prevented by the prior escapable shock (Amat et al., 2010).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Supportedcites Amat et al., 2010 source
The Results section on extracellular 5-HT in the caudal DRN reports that social defeat increased 5-HT efflux in rats. Its “Immunizing effect of ES” subsection states that prior escapable shock blocked that increase; page numbers are unavailable in our copy. (LLM, conf=0.95)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Dramatically, even though the escapable subjects performed the controlling escape response perfectly, this was not protective against passivity/anxiety later.”
- Also stated in: § Detection of control · plain
“That is, the dorsal raphe nucleus was activated as if the shocks were uncontrollable and passivity/anxiety followed.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Partly supportedcites Amat et al. (2014) sourceExperimental — accuracy not yet measured
The Results (Wheel-turn escape learning; Juvenile social exploration at 24 h after stress) show that rats given intra-DMS D-AP5 escaped as efficiently as controls but lost the usual protection against later anxiety-like behavior. The paper also reports loss of the usual suppression of dorsal raphe serotonin release. It blocked DMS NMDA receptors rather than fully inactivating the DMS, and it did not test later passivity or establish literally perfect escape performance. (LLM, conf=0.85)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Detection of control · plain
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Thus, lesion, NMDA receptor blockade, and inactivation of either the prelimbic area or the dorsal medial striatum prevents contingency sensitive act/outcome learning. Responses can be learned, but only the habit system is then used, and so the learning is insensitive to contingency (Shiflett & Balleine, 2011).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Partly supportedcites Shiflett & Balleine, 2011 sourceExperimental — accuracy not yet measured
In “Striatal ERK signaling and instrumental learning” (page unavailable), the paper says that pDMS inactivation leaves rats capable of instrumental responding but makes their responses outcome-insensitive; it also reports that inhibiting glutamate receptors in the dorsal striatum interferes with action–outcome encoding. The References identify a study of NMDA-receptor blockade in the DMS. Our copy does not establish the claimed effects of prelimbic lesions or inactivation, or show that every listed intervention leaves only contingency-insensitive habit learning; its behavioral evidence here concerns sensitivity to outcome devaluation. (LLM, conf=0.85)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“The cells in this region are GABAergic and project to and inhibit the central nucleus of the amygdala (Berretta, Pantazopoulos, Caldera, Pantazopoulos, & Pare, 2005).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
What the sources say
- Supportedcites Berretta, Pantazopoulos, Caldera, Pantazopoulos, & Pare, 2005 source
The Discussion states that intercalated neurons send a GABAergic projection to the central amygdala and generate feedforward inhibition in its neurons. The passage directly supports all three parts of the citing sentence. (LLM, conf=0.93)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The sources with a verdict support this claim; the rest weren’t checked yet, have no full text we could read, or their verdicts aren’t rated yet.
In the paper
“From there the information passes to the central nucleus of the amygdala, which in turns projects to the regions that control the behaviors and physiological responses that are the symptoms of fear (Davis, Rainnie, & Cassell, 1994; LeDoux, 2003; Maren & Quirk, 2004).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
What the sources say
- Not matchedcites Davis, Rainnie, & Cassell, 1994
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked — no full text of the sourcecites LeDoux, 2003 source
- Supportedcites Maren & Quirk, 2004 source
The figure description in Conclusions states that the lateral amygdala projects to the central nucleus directly and via the basal amygdala, and that central-nucleus outputs to brainstem and hypothalamic structures trigger fear responses. The section on fear-related plasticity in the lateral amygdala also describes information relayed through basal amygdaloid nuclei to the central nucleus. (LLM, conf=0.93)
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
Every source the paper cites for this claim was checked and supports it.
In the paper
“It is straightforward to ask whether the protective effects of safety signals also requires the ventromedial prefrontal cortex, and the answer is no.”
- Also stated in: § Hypothesis Testing · plain
“Instead, safety signals had their impact via the insular cortex and insular cortex lesions eliminated the protective effects of safety signals.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Supportedcites Christianson, Benison, et al., 2008 source
The Results (Ventromedial Prefrontal Cortex Inhibition) report that inhibiting the vmPFC did not affect the safety signal’s protection against reduced social investigation after tail-shock. The Results (Sensory Insular Lesions and Safety Signals) report that sensory insular lesions completely blocked that protective effect. These findings concern the paper’s measured stress-buffering effect, not every possible effect of safety signals. (LLM, conf=0.92)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Hypothesis Testing · plain
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“ventromedial prefrontal cortex lesions eliminated the ability of behavioral control to blunt the passivity and fear caused by inescapable shock, but these lesions did not even reduce the passivity and fear blunting impact of safety signals (Christianson, Benison, et al., 2008).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Partly supportedcites Christianson, Benison, et al., 2008 sourceExperimental — accuracy not yet measured
The Discussion (page not provided) says vmPFC inhibition with muscimol abolished behavioral control’s effects in prior work but had no effect on safety signals; the Results confirm the latter finding for social exploration after tail-shock. The claim overstates the evidence as vmPFC lesions affecting passivity and fear: this paper used temporary vmPFC inhibition and explicitly says it did not measure fear inhibition. (LLM, conf=0.88)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“Importantly, there was one condition that selectively excited ventromedial prefrontal cortex activity – snake controllable trials. Control did not increase ventromedial prefrontal cortex activity on neutral fish trials, even though the subjects pressed. Ventromedial prefrontal cortex activity was higher on controllable snake trials than in any of the other conditions.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control
What the sources say
- Partly supportedcites Kerr et al. (2012) sourceExperimental — accuracy not yet measured
The Results (fMRI activation results; page unavailable) report greater anticipatory vmPFC activation for controllable than uncontrollable snake trials, but no significant vmPFC difference between controllable and uncontrollable fish trials. They do not establish that vmPFC activity on controllable snake trials was higher than in every other individual condition; the reported snake-versus-fish vmPFC comparison collapses across controllability. (LLM, conf=0.84)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Partly supported
Every source the paper cites for this claim was checked and supports it.
In the paper
“Thus, these behavioral changes should exist only as long as the receptors remain desensitized, which proved to be for only a few days (Rozeske et al., 2011).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Supportedcites Rozeske et al., 2011 source
Results, Experiment 4 (page unavailable), reports receptor desensitization at 24 hours after uncontrollable stress but not at seven days, and states that the associated behavioral effects are observed at 24–72 hours. The Abstract (page unavailable) likewise says desensitization was observed only at timepoints when the behavioral effects are present. This supports the citing sentence’s hedged inference, although the experiment did not pinpoint the exact day desensitization ended. (LLM, conf=0.86)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“In primitive organisms threats engage defensive reflexes (Walters & Erickson, 1986).”
- Also stated in: § What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? · hedged
“However, these reflexes are energy intensive, and so if unsuccessful it might be adaptive to inhibit them and conserve energy for use in physiological adjustments that promote survival, such as altering the responsivity of the immune system to be better able to fight any infection or wound that might occur after an attack (Frank, Watkins, & Maier, 2013).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
What the sources say
- Not checked — no full text of the sourcecites Walters & Erickson, 1986 source
- Partly supportedcites Frank, Watkins, & Maier, 2013 sourceExperimental — accuracy not yet measured
The Introduction says that physically present threats produce defensive behaviors such as fleeing and fighting. It does not specify primitive organisms or defensive reflexes. Its discussion of energy costs concerns immune responses, not reflexes, and it does not say that unsuccessful reflexes are inhibited to conserve energy. (LLM, conf=0.78)
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? · hedged
Every source the paper cites for this claim was checked and supports it.
In the paper
“However, insular lesions did not reduce the passivity blunting effects of having an escape response, thereby demonstrating a double dissociation (Christianson, Benison, et al., 2008).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Supportedcites Christianson, Benison, et al., 2008 source
The Results section, “Sensory Insular Lesions and Behavioral Control” (page not provided), reports that escapable shock prevented the reduction in social exploration regardless of insular lesion treatment. The companion Results section, “Sensory Insular Lesions and Safety Signals” (page not provided), reports that the lesions completely blocked the safety signal’s protective effect, supporting the stated double dissociation. (LLM, conf=0.93)
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Supported
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“The failure to escape produced by inescapable shock occurs for some number of days (see below for discussion of time course), but the elevation in 5-HT within regions such as the amygdala does not persist for this period of time.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“two-thirds of the animals from the INESC group failed to learn to escape, whereas 90% of the animals in both the ESC and 0 groups easily learned to escape.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness
What the sources say
- Not checked — no full text of the sourcecites Seligman & Maier, 1967 source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“This argument would suggest that in tasks in which the non-shocked control is not at ceiling a difference between the previously escapably shocked and non-shocked controls might emerge, and this appears to be the case (Baratta et al., 2007).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
What the sources say
- Not matchedcites Baratta et al., 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“we found that as the original theory claimed, organisms are sensitive to the dimension of control, and this dimension is critical.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Inescapable shock does not provide more excitatory input—both forms of shock produce equal excitation of the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, the activation of a dorsal raphe nucleus 5-HT neuron can lead to the inhibition of its neighbors, and so dorsal raphe nucleus 5-HT activity is under self-restraint.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“The most proximate mediator of fight/flight seemed to be the dorsal periaqueductal gray (dPAG), while the extended amygdala (bed nucleus of the stria terminalis, BNST, together with the amygdala proper) mediated fear/anxiety.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Passivity/Anxiety and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The intense activation of the dorsal raphe nucleus by shock sensitizes these neurons and this sensitization lasts for a few days and results in poor escape (passivity) and heightened anxiety.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These neurons project to the dorsal raphe nucleus and inhibit the 5-HT cells that are activated by aversive stimulation, thus preventing dorsal raphe nucleus activation and thereby preventing sensitization of these cells, eliminating passivity and exaggerated fear.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Abramson et al. (1978) claimed that inescapability itself was not sufficient to produce anything more than momentary helplessness. Rather, the explanations that subjects made of the causes of their helplessness predicted the time course and the extent of helplessness.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
What the sources say
- Not checked — no full text of the sourcecites Abramson, Seligman, & Teasdale, 1978 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“So, inescapable shock is not being detected as uncontrollable, but it is being responded to as if it were controllable.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The excitation of the dorsal raphe nucleus is necessary and sufficient for passivity and heightened fear”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Receptors of the 5-HT1A subtype are expressed on the soma and dendrites of 5-HT cells within the dorsal raphe nucleus. These are inhibitory autoreceptors – 5-HT binding to these receptors inhibits 5-HT neuronal activity.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“The dorsal raphe nucleus sends 5-HT projections to both the dorsal periaqueductal gray and to the amygdala, with 5-HT released in the dorsal periaqueductal gray inhibiting its function and 5-HT in the amygdala potentiating its function”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Not checked — no full text of the sourcecites Graeff, Guimarães, De Andrade, & Deakin, 1996 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It would also have to be true that escapable shock does not activate the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Load-bearingStrength:hedged· not yet calibratedTests✗ Asserted: fails✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The authors may not put it forward as true. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The mechanism of learned helplessness is now very well-charted biologically and the original theory got it backwards.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“5-HT released in the periaqueductal gray and striatum acts at 5-HT receptors to inhibit active escape behavior, while 5-HT released in the amygdala acts at receptors to potentiate fear/anxiety.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“if inescapable shock were to produce a powerful activation of the dorsal raphe nucleus 5-HT neurons and lead to the release of 5-HT in structures such as the amygdala and dorsal periaqueductal gray, then this structure would hold the potential to be a crucial node in any learned helplessness circuit.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“After the prelimbic-dorsal raphe nucleus ACT circuit is activated a set of changes that require several hours occurs in this pathway and involves the formation of new proteins related to plasticity.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
In the paper
“most of the people from the yoked group failed to escape in the shuttlebox, whereas people from the escapable group and the zero group escaped well in the shuttlebox. Importantly the same pattern in the shuttlebox emerged when preceded by solvable and unsolvable anagrams”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
What the sources say
- Not checked — no full text of the sourcecites Hiroto & Seligman, 1975 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The detection of uncontrollability is not necessary nor is it sufficient for passivity.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“There is a structure—the dorsal raphe nucleus – that projects to both, inhibiting one and potentiating the other when it itself is activated.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“she was able to show that inescapable shock activated the neurons in the dorsal raphe nucleus that contained 5-HT, and exactly equal escapable shock did not.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Serotonin (5-HT) and the Dorsal raphe nucleus
What the sources say
- Not matchedcites Grahn et al. (1999)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“He and his colleagues showed that INESC depletes norepinephrine (NE) in the region of the locus coeruleus (LC)”
- Also stated in: § Animals · plain
“depletion of NE within this structure actually increases the activity of NE neurons, and Weiss had shown this to be important in the development of learned helplessness”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness > Animals
What the sources say
- Not checked — no full text of the sourcecites Weiss & Simson, 1988 source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Animals · plain
In the paper
“Volpicelli, Ulm, Altenor, and Seligman (1983) using a triadic design found that the ESC group was much superior to the zero group and the INESC group. During later inescapable shock, the ESC group which had first learned to bar press to escape shock continued to run in a shuttlebox during long duration inescapable shock.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Operationalizing Learned Helplessness > Animals
What the sources say
- Not checked — no full text of the sourcecites Volpicelli, Ulm, Altenor, and Seligman (1983) source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Depressed people, who had not received inescapable events, behaved in the laboratory as if they had—showing passivity in the shuttlebox and giving up on cognitive problems”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
What the sources say
- Not matchedcites Klein, Fencil-Morse, & Seligman, 1976; Klein & Seligman, 1976; Miller & Seligman, 1976
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Overall learned helplessness by mapping into the symptoms of depression seemed like a plausible laboratory model.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Humans
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In sum, a number of inputs to the dorsal raphe nucleus, using a number of different transmitters, was necessary to produce learned helplessness behaviors, but these inputs did not discriminate inescapable from escapable shock.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim could be matched to a paper in Crossref, so there is nothing to check it against.
In the paper
“Inescapable shock potentiated later fear conditioning, a well-known phenomenon (Rau, DeCola, & Fenselow, 2005). It would not have been surprising if initial control merely prevented this potentiating effect, but it did more than that: Instead prior escapable shock actually retarded fear conditioning and facilitated fear extinction.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Amygdala
What the sources say
- Not matchedcites Rau, DeCola, & Fenselow, 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not matchedcites Baratta et al. (2007)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
In the paper
“That is, inactivating the ventromedial prefrontal cortex-to-dorsal raphe nucleus pathway turned an animal with control into an animal without control.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
What the sources say
- Not matchedcites Amat et al. (2005)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one. The quote only partly states this claim.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, the joint occurrence of shock and control might induce increased connectivity so that later just the presence of the shock, without control, is sufficient to activate the pathway.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
- Rests on an assumption: Plasticity typically occurs when neurons are activated together.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“If inescapable shock produces a much greater activation of dorsal raphe nucleus 5-HT neurons than does escapable shock, but both provide equivalent excitatory input, then there is only one obvious possibility left—the presence of control must somehow inhibit dorsal raphe nucleus 5-HT neurons that would otherwise be activated by shock per se without regard to controllability.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In sum, the prelimbic region of the ventromedial prefrontal cortex is involved in two separable functions-the DETECTion of control in a circuit with the dorsal medial striatum and then ACTing to inhibit the dorsal raphe nucleus (see Figure 5).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Interestingly, this definition of instrumental contingency is identical to the definition of control that Maier and Seligman (1976) provided, although Maier and Seligman were referring to shock rather than food.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
What the sources say
- Not checked — no full text of the sourcecites Maier and Seligman (1976) source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“To test this idea Amat et al. (2006) activated this pathway directly by microinjecting a pharmacological agent with no actual escapable shock present, but this did not produce the persistent pathway change or produce immunization.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Not matchedcites Amat et al. (2006)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, the dorsal raphe nucleus 5-HT neurons are under the inhibitory control of the prelimbic region of the ventromedial prefrontal cortex, and the detection of escapable shock activates this top-down inhibition of the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Learning: The Ventromedial Prefrontal Cortex does DETECT and EXPECT
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
In the paper
“blockade of new protein synthesis in the prelimbic area after the escapable shock experience prevents immunization (Amat et al., 2006).”
- Also stated in: § Immunization and EXPECTation · plain
“Importantly, control still blunts the impact of the stressor being experienced, but longer-term immunization is eliminated”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Immunization and EXPECTation
What the sources say
- Not matchedcites Amat et al., 2006
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Immunization and EXPECTation · plain
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, DETECT escapability and ACT to pass this information that then inhibits the dorsal raphe nucleus are subserved by different populations of ventromedial prefrontal cortex cells and so are truly different functions.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > The Neural Circuitry of Learned Helplessness > Detection of control
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Notice that the top-down process from the prelimbic to the dorsal raphe nucleus captures the notion of EXPECTing that future bad events will be controllable.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, measuring a global ventromedial prefrontal cortex fMRI signal will not remotely imply activation of the control-related critical prelimbic neurons.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“there has to be a pathway from somewhere in the prelimbic-dorsomedial striatum circuit that projects to and activates the prelimbic neurons in the prelimbic- dorsal raphe nucleus pathway, and this pathway is as yet unknown.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“In their review of prospection research Gilbert and Wilson (2007) conclude “An extensive body shows that prefeeling depends critically on the ventromedial prefrontal cortex and that people with damage to this area find it difficult to predict the hedonic consequences of future events” (p. 1352).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
What the sources say
- Not checked — no full text of the sourcecites Gilbert and Wilson (2007) source
Strength:boosted· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Instead, the presence of control seems to be the active ingredient, leading to the inhibition of threat-induced changes in limbic and brainstem structures.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The prelimbic-dorsomedial striatum circuit detects control (DETECT) when control is present, and then activates the prelimbic-dorsal raphe nucleus pathway (ACT) to then blunt the behavioral effects of stress.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, control cannot be reduced to safety.”
- Also stated in: § Hypothesis Testing · plain
“but only that stressor control and safety signals exert their effects via different neural mechanisms.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Also stated in: § Hypothesis Testing · plain
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Even if there were a slight difference in 5-HT, the shuttle response is learned so rapidly that there is a ceiling effect.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“First, defensive behavior will be elicited. The aversive event would activate structures such as the dorsal raphe nucleus. This is a cumulative process with 5-HT building over time, and if the transmitter reaches some threshold in target structures, defensive behaviors become inhibited and energy flow is shifted.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“when shock is escapable this is DETECTed by the ventromedial prefrontal cortex-dorsal medial striatum circuit, and then the ventromedial prefrontal cortex ACTs, sending inputs to the dorsal raphe nucleus that inhibit it, thereby turning off the activation produced by shock per se.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“As organisms became more complex, they could detect and identify threats at a distance. And so they developed rich behavioral and cognitive skills that could be used to cope with threats. Control became possible even against threats that persist over time.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, the fact that in an aversive situation the brain seems to detect control as the active ingredient rather than a lack of control, does not mean that the brain cannot detect lack of control in other types of circumstances, such as uncontrollable food or unsolvable cognitive problems, or even loud noise.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“there is nothing in the brain that is selectively turned on by a lack of control, only something that turns things off when there is the presence of control.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“It is important to note that 5-HT is phylogenetically very old (Hen, 1993).”
- Also stated in: § What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? · plain
“Moreover, 5-HT has, from the beginning, been involved in controlling and shifting the balance and flow of energy (see Andrews, Bharwani, Lee, Fox, & Thomson, 2015, for review).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
What the sources say
- Not checked — no full text of the sourcecites Hen, 1993 source
- Not matchedcites Andrews, Bharwani, Lee, Fox, & Thomson, 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Also stated in: § What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? · plain
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This circuit is about the future and it buffers against, but does not annihilate, the default reaction of the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, we would expect that control would not modulate the HPA axis response to stress because the paraventricular nucleus is not informed about controllability by the ACT circuit.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“aversive events per se (either controllable or uncontrollable) excite the dorsal raphe nucleus, but control over stress actively turns this off.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This suggests that the rat EXPECTs that shock will be escapable in the new situation and that plasticity in the prelimbic-dorsal raphe nucleus subserves this expectation and inhibits the dorsal raphe nucleus, thus blocking learned helplessness.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Reappraisal as a tool of therapy is behavioral control. It blunts the impact of a negative event, and likely involves top-down inhibition from the ventro to lower structures.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The basic result was that the subjects without control later revealed passivity and a number of other behavioral changes, while those with control did not and appeared to be similar to non-shocked controls.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The default reaction to past and present bad events may be concurrent passivity and heightened anxiety. These cannot be undone directly or annihilated. They can, however, be inhibited by top-down cortical, control.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The second is that top-down higher cortical processes from the ventromedial prefrontal cortex inhibit this default response.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, it was difficult to separate these two possibilities with behavioral experiments, and the idea that uncontrollability was learned remained the dominant view.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“and have suggested that this occurs because that experience induces plasticity in ventromedial prefrontal cortex neurons that project to midbrain and brainstem stress-responsive structures, leading to their later inhibition.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The passivity occurs because excessive 5-HT is released in projection regions of the dorsal raphe nucleus, and this occurs because dorsal raphe nucleus 5-HT neurons have become sensitized due to the desensitization of 5-HT1A receptors on the soma and dendrites of these cells.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Neurobiology of Human Control > Hypothesis Testing
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“For complex organisms behavioral control can be possible over threats that are repeated, intermittent, and so persist across time. Thus, conservation/withdrawal and other energy adjustments set in motion by the continuation of threat should be inhibited.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong?
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The first is that the default response of higher organisms to prolonged bad events seems to be passivity and heightened anxiety and that this is caused by the activation of the dorsal raphe nucleus.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“The passivity and heightened anxiety symptoms of learned helplessness map quite well into symptoms of depression (Seligman 1975; Weiss, Simson, Ambrose, Webster, & Hoffman, 1985) and perhaps those of posttraumatic stress disorder (LoLordo & Overmier, 2011).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Speculations
What the sources say
- Not matchedcites Seligman 1975
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not matchedcites Weiss, Simson, Ambrose, Webster, & Hoffman, 1985
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Not checked — no full text of the sourcecites LoLordo & Overmier, 2011 source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- The authors state this as an assumption: Learned helplessness serves as a model for the human phenomena discussed, including depression and possibly PTSD.
- Not matched
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Thus, the existing neural evidence although strong, it is not conclusive.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Rather, it may be that this processing can occur, but is not deployed in situations that are highly aversive such as the original helplessness experiments.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > What Did Original Learned Helplessness Theory Get Right and What Did It Get Wrong? > Unresolved Issues
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“We are mindful that in the theory of explanatory style, “hope” consists largely in the habit of expecting that future bad events will not be permanent, global, and uncontrollable, rather they will be temporary, local and controllable (Seligman, 1991, pp. 48-49).”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
What the sources say
- Not checked — no full text of the sourcecites Seligman, 1991
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Indeed much of cognitive behavioral therapy is actually future–oriented, even if it is not taught in this way.”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Such expectations are likely the best natural defense against helplessness”
§ Learned Helplessness at Fifty: Insights from Neuroscience > Why Versus Whither
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence.
The authors state this as an assumption.
Uncontrollability is the active ingredient that produces passivity, and escapably shocked subjects were later normal because they lacked this critical learning ingredient.
“we assumed that uncontrollability is the active ingredient in producing passivity, and that escapable subjects were later normal because they lacked this critical learning ingredient.”
The paper relies on this without support.
The dorsal raphe nucleus does not receive somatomotor or somatosensory inputs that would tell it whether motor responses occurred or whether shock is present.
“but the dorsal raphe nucleus does not receive these types of somatomotor and somatosensory inputs.”
The paper relies on this without support.
Electrical stimulation of prelimbic neurons that descend to the dorsal raphe nucleus inhibits dorsal raphe nucleus neuronal activity.
“Importantly, electrical stimulation of the neurons that descend from the prelimbic area to the dorsal raphe nucleus inhibits dorsal raphe nucleus neuronal activity.”
The paper relies on this without support.
Descending prelimbic neurons are glutamatergic and excitatory but preferentially synapse on GABAergic interneurons in the dorsal raphe nucleus that inhibit 5-HT cells.
“Although these descending neurons are glutamatergic and so excitatory, they synapse preferentially on GABAergic interneurons in the dorsal raphe nucleus that inhibit the 5-HT cells”
The paper relies on this without support.
The dorsal raphe nucleus is a site of convergence that sums inputs from multiple structures activated by shock.
“The dorsal raphe nucleus is a site of convergence that sums inputs from a number of structures themselves activated by shock (Figure 3).”
The paper relies on this without support.
Plasticity typically occurs when neurons are activated together.
“Plasticity, or increased connectivity between neurons at a synapse, typically occurs when both are activated together, as they say, “neurons that fire together wire together”.”
The paper relies on this without support.
Social defeat involves a strong element of uncontrollability.
“The experimental subject inevitably loses and adopts defeat postures, and so there is a strong element of uncontrollability.”
The authors state this as an assumption.
Learned helplessness serves as a model for the human phenomena discussed, including depression and possibly PTSD.
“Assuming that learned helplessness models these phenomena, we now speculate on the implications of the neural circuitry”
The paper relies on this without support.
5-HT accumulates gradually across trials in response to aversive stimulation.
“5-HT in response to aversive stimulation accumulates gradually across trials”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“It is important to record from DRN because its activity has been linked to control, albeit especially in a series of studies that focused on aversive learning and the sense of helplessness that ensued when aversive events were uncontrollable.19”
From Two prefrontal-subcortical circuits estimate controllability and reflect its impact on learning (2026) · cites this paper as [19]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Immunization is attributed to the wrong initial shock condition
MinorThe paper defines immunization as protection conferred by prior escapable shock, then says that inescapable shock provides that protection across situations.
“Second, it is trans-situational and so inescapable shock in one situation blocks the passivity/anxiety caused by even stressors that do not involve shock in different situations.”
“Initial exposure to escapable shock prevents or reduces the passivity/anxiety induced by later inescapable shock, a phenomenon we called immunization (Maier et al., 1969).”
Immunization is attributed to the wrong shock condition
MinorThe sentence says prior inescapable shock blocks later passivity and anxiety, but the surrounding account attributes that protection to prior escapable shock. The example immediately afterward also identifies escapable shock as the protective experience.
“Second, it is trans-situational and so inescapable shock in one situation blocks the passivity/anxiety caused by even stressors that do not involve shock in different situations.”
“For example, Amat et al. (2010) reported that experience with escapable shock blocked the passivity in shuttle escape and also blocked the reduced social investigation (anxiety) produced by social defeat occurring seven days later.”
Citations
Cites
Positive psychology: An introduction.
Seligman, M. E. P., & Csikszentmihalyi, M. (2000) · American Psychologist · doi:10.1037/0003-066x.55.1.5 · Cited by 11,351
Self-citationDiagnostic and Statistical Manual of Mental Disorders, 3rd ed
Cooper, A. M., & Michels, R. (1981) · American Journal of Psychiatry · doi:10.1176/ajp.138.1.128 · Cited by 7,419
Learned helplessness in humans: Critique and reformulation.
Abramson, L. Y., Seligman, M. E., & Teasdale, J. D. (1978) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.87.1.49 · Cited by 7,121 · cited 2×
“In the " attributional reformulation " of learned helplessness, Abramson et al. (1978) claimed that inescapability itself was not sufficient to produce anything more than momentary helplessness.”
BackgroundSelf-citationHelplessness: On Depression, Development, and Death
Seligman, M. E. P. (1975) · CERN Document Server (European Organization for Nuclear Research) · Cited by 6,181
Self-citationLearned helplessness: Theory and evidence
Maier, S. F., & Seligman, M. E. (1976) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.105.1.3 · Cited by 2,494 · cited 2×
“…hypothesis against a variety of alternative ideas that were developed to explain why the experience of INESC leads to later failure to learn to escape in a different environment and whether control/ lack of control is the critical underlying dimension (summarized in Maier & Seligman, 1976).”
BackgroundResultSelf-citationNeurocircuitry of stress: central control of the hypothalamo–pituitary–adrenocortical axis
Herman, J. P., & Cullinan, W. E. (1997) · Trends in Neurosciences · doi:10.1016/s0166-2236(96)10069-2 · Cited by 2,270
The Neurocircuitry of Fear, Stress, and Anxiety Disorders
Shin, L. M., & Liberzon, I. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.83 · Cited by 2,083 · cited 1×
“…to therapy, ventromedial prefrontal cortex dysregulation and impaired top-down inhibition of stress responsive limbic and brainstem structures have often been noted (e.g., DeRubeis, Siegle, & Hollon, 2008; Hartley & Phelps, 2010; Koenigs & Grafman, 2009; Rive et al., 2013; Shin & Liberzon, 2010).”
BackgroundFailure to escape traumatic shock.
Seligman, M. E., & Maier, S. F. (1967) · Journal of Experimental Psychology · doi:10.1037/h0024514 · Cited by 1,981 · cited 1×
“So in the original stressor controllability experiment (Seligman & Maier, 1967), this group of dogs learned in the hammock to press a panel with their noses to turn off each shock.”
Self-citationThe Emotional Brain, Fear, and the Amygdala
LeDoux, J. (2003) · Cellular and Molecular Neurobiology · doi:10.1023/a:1025048802629 · Cited by 1,818 · cited 1×
“From there the information passes to the central nucleus of the amygdala, which in turns projects to the regions that control the behaviors and physiological responses that are the symptoms of fear (Davis, Rainnie, & Cassell, 1994; LeDoux, 2003; Maren & Quirk, 2004).”
BackgroundBalleine, B. W., & O'Doherty, J. P. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.131 · Cited by 1,775 · cited 1×
“Neuroscience research indicates that each can take place and each involves different neural systems (Balleine & O'Doherty, 2010).”
Background
Flagged first, then by citations
1 of the 100 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Compas, B. E., Jaser, S. S., Bettis, A. H., Watson, K. H., Gruhn, M. A., Dunbar, J. P., Williams, E., & Thigpen, J. C. (2017) · Psychological Bulletin · doi:10.1037/bul0000110 · Cited by 1,555
A Comprehensive Overview on Stress Neurobiology: Basic Concepts and Clinical Implications
Godoy, L. D., Rossignoli, M. T., Delfino-Pereira, P., Garcia‐Cairasco, N., & Umeoka, E. H. D. L. (2018) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2018.00127 · Cited by 991
Prefrontal cortex and depression
Pizzagalli, D. A., & Roberts, A. C. (2022) · Neuropsychopharmacology · doi:10.1038/s41386-021-01101-7 · Cited by 667
Slavich, G. M. (2020) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032816-045159 · Cited by 502
“A second perspective, advanced by Maier & Seligman (2016) and Weiss & Simson (1985), focuses on the extent to which stressors are controllable or escapable.”
BackgroundAnimal models of major depression: drawbacks and challenges
Planchez, B., Surget, A., & Belzung, C. (2019) · Journal of Neural Transmission · doi:10.1007/s00702-019-02084-y · Cited by 480
“Rodents that have not been previously exposed to the unescapable shock are commonly able to escape quickly from the shock, whereas animals previously exposed to the learned helplessness paradigm frequently fail to acquire shock avoidance (Maier and Seligman 2016).”
BackgroundMethodInfluential
Metadata
- Authors
- Maier, S. F., & Seligman, M. E. P.
- Venue
- Psychological Review
- Published
- 2016-07
- Volume
- 123
- Issue
- 4
- Pages
- 349-367
- ISSN
- 0033-295X (ISSN-L)
- 1939-1471
- PMC
- PMC4920136
- OpenAlex
- W2471673808
- Cited by
- 1,031
- References
- 100
- Citations by year
- 2026: 152 · 2025: 153 · 2024: 115 · 2023: 165 · 2022: 105 · 2021: 106 · 2020: 97 · 2019: 66 · 2018: 43 · 2017: 22 · 2016: 5
- FWCI
- 18.45
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Psychological Review (publishedVersion, other-oa)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (MH050479)
- John Templeton Foundation (37495; 37494)
- Robert Wood Johnson Foundation (63597; 68709)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- learned helplessness, medial prefrontal cortex, ventromedial prefrontal cortex, passivity, depression treatment, aversive stimulation, escape behavior
- MeSH terms
- Amygdala, Animals, Anxiety, Avoidance Learning, Helplessness, Learned, Humans, Hypothalamo-Hypophyseal System, Learning, Pituitary-Adrenal System, Psychological Theory, Serotonin, Prefrontal Cortex, Dorsal Raphe Nucleus
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