Comparative effectiveness of exercise, antidepressants and their combination in treating non-severe depression: a systematic review and network meta-analysis of randomised controlled trials
Open accessAbstract
Objective: To assess the comparative effectiveness of exercise, antidepressants and their combination for alleviating depressive symptoms in adults with non-severe depression. Design: Systematic review and network meta-analysis. Data sources: Embase, MEDLINE, PsycINFO, Cochrane Library, Web of Science, Scopus and SportDiscus. Eligibility criteria: Randomised controlled trials (1990–present) that examined the effectiveness of an exercise, antidepressant or combination intervention against either treatment alone or a control/placebo condition in adults with non-severe depression. Study selection and analysis: Risk of bias, indirectness and the overall confidence in the network were assessed by two independent investigators. A frequentist network meta-analysis was performed to examine postintervention differences in depressive symptom severity between groups. Intervention drop-out was assessed as a measure of treatment acceptability. Results: Twenty-one randomised controlled trials (n=2551) with 25 comparisons were included in the network. There were no differences in treatment effectiveness among the three main interventions (exercise vs antidepressants: standardised mean differences, SMD, −0.12; 95% CI −0.33 to 0.10, combination versus exercise: SMD, 0.00; 95% CI −0.33 to 0.33, combination vs antidepressants: SMD, −0.12; 95% CI −0.40 to 0.16), although all treatments were more beneficial than controls. Exercise interventions had higher drop-out rates than antidepressant interventions (risk ratio 1.31; 95% CI 1.09 to 1.57). Heterogeneity in the network was moderate (τ 2=0.03; I 2=46%). Conclusions: The results suggest no difference between exercise and pharmacological interventions in reducing depressive symptoms in adults with non-severe depression. These findings support the adoption of exercise as an alternative or adjuvant treatment for non-severe depression in adults. Systematic review registration: PROSPERO CRD4202122656.
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Written from the paper’s full text.
TL;DR
This systematic review and network meta-analysis found no difference in effectiveness between exercise, antidepressants, or their combination for reducing depressive symptoms in adults with non-severe depression, though all were superior to controls. Exercise had higher drop-out rates than antidepressants.
Key findings
- In 21 RCTs (n=2551; 25 comparisons), exercise, antidepressants, and combination treatment did not differ significantly: exercise vs antidepressants SMD −0.12 (95% CI −0.33 to 0.10); combination vs exercise SMD 0.00 (95% CI −0.33 to 0.33); combination vs antidepressants SMD −0.12 (95% CI −0.40 to 0.16).
- All treatments reduced depressive symptoms versus controls: exercise SMD −0.45 (95% CI −0.67 to −0.23), antidepressants SMD −0.33 (95% CI −0.48 to −0.19), combination SMD −0.45 (95% CI −0.76 to −0.14).
- Exercise had higher drop-out than antidepressants (RR 1.31; 95% CI 1.09 to 1.57) and controls (RR 1.29; 95% CI 1.03 to 1.61).
- Network heterogeneity was moderate (τ²=0.03; I²=46.2%), mostly from exercise vs control (Q=15.80; df=4; p=0.003).
Methods
- Systematic review and frequentist network meta-analysis of RCTs (1990–January 2022) from seven databases, including adults with non-severe depression (major depressive disorder with mild-to-moderate symptoms) and comparing exercise, second-generation antidepressants, combination treatment, or controls.
- Included 21 RCTs with 2551 participants and 25 pairwise comparisons; primary outcome was depressive symptom severity, secondary outcome was treatment acceptability measured as overall drop-out.
- Used random-effects netmeta models in R, SMD for continuous outcomes, RR for dichotomous outcomes, P-score ranking, RoB-2 and CINeMA assessments, and sensitivity analyses.
Limitations
- The paper states that the low number of studies per comparison precluded exploration of heterogeneity and publication bias and may have generated inaccurate between-study heterogeneity estimates.
- The paper states that control groups were combined into one node, and exercise studies used varied controls, which may have overestimated exercise effects; interventions were also combined into nodes without accounting for differences in antidepressant type/dose/duration or exercise type/frequency/intensity/duration.
- The paper states that findings apply only to mild-to-moderate depression and cannot be extended to individuals with more severe symptoms; evident from the text, direct exercise–antidepressant evidence came from only three studies.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
0 of 43 cited sources checked · 0 supported · 0 flagged
- Findingown data
Combined treatment had a similar effect to exercise in reducing depressive symptoms (SMD 0.00; 95% CI −0.33 to 0.33).
“Exercise had a similar beneficial effect to that of antidepressants (SMD, −0.12; 95% CI −0.33 to 0.10), and the effect of combined treatments was similar to the effect of exercise (SMD, 0.00; 95% CI −0.33 to 0.33) and antidepressants (SMD, −0.12; 95% CI −0.40 to 0.16) alone.”
- Also stated in: § Results · plain
“exercise vs antidepressants: standardised mean differences, SMD, −0.12; 95% CI −0.33 to 0.10, combination versus exercise: SMD, 0.00; 95% CI −0.33 to 0.33, combination vs antidepressants: SMD, −0.12; 95% CI −0.40 to 0.16”
Quote in the paperSubstantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Also stated in: § Results · plain
- Findingown data
Exercise was superior to control in reducing depressive symptoms (SMD −0.45; 95% CI −0.67 to −0.23).
“At the end of the interventions, exercise (SMD, −0.45; 95% CI −0.67 to −0.23), antidepressants (SMD, −0.33; 95% CI −0.48 to −0.19) and combined treatments (SMD, −0.45; 95% CI −0.76 to −0.14) were superior in reducing depressive symptoms compared with controls (table 2).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Findingown data
Twenty-one randomised controlled trials (n=2551) with 25 comparisons were included in the network.
“Twenty-one randomised controlled trials (n=2551) with 25 comparisons were included in the network.”
- Also stated in: § Study characteristics · plain
“Overall, 2551 participants in 25 pairwise comparisons were assigned to one of the three treatments and control groups (figure 1).”
Quote in the paperSubstantial claim - Also stated in: § Study characteristics · plain
- Findingown data
Heterogeneity was mostly caused by the comparison of exercise versus control (Q=15.80; df=4; p=0.003).
“The network meta-analysis showed that there was moderate heterogeneity (τ2=0.03; I2=46.2%), which was mostly caused by the comparison of exercise versus control (Q=15.80; df=4; p=0.003).”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Findingown data
Combined treatments were superior to control in reducing depressive symptoms (SMD −0.45; 95% CI −0.76 to −0.14).
“At the end of the interventions, exercise (SMD, −0.45; 95% CI −0.67 to −0.23), antidepressants (SMD, −0.33; 95% CI −0.48 to −0.19) and combined treatments (SMD, −0.45; 95% CI −0.76 to −0.14) were superior in reducing depressive symptoms compared with controls (table 2).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Findingown data
Combined treatment had a similar effect to antidepressants in reducing depressive symptoms (SMD −0.12; 95% CI −0.40 to 0.16).
“Exercise had a similar beneficial effect to that of antidepressants (SMD, −0.12; 95% CI −0.33 to 0.10), and the effect of combined treatments was similar to the effect of exercise (SMD, 0.00; 95% CI −0.33 to 0.33) and antidepressants (SMD, −0.12; 95% CI −0.40 to 0.16) alone.”
- Also stated in: § Results · plain
“exercise vs antidepressants: standardised mean differences, SMD, −0.12; 95% CI −0.33 to 0.10, combination versus exercise: SMD, 0.00; 95% CI −0.33 to 0.33, combination vs antidepressants: SMD, −0.12; 95% CI −0.40 to 0.16”
Quote in the paperSubstantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Also stated in: § Results · plain
- Findingown data
Exercise had a similar beneficial effect to antidepressants in reducing depressive symptoms (SMD −0.12; 95% CI −0.33 to 0.10).
“Exercise had a similar beneficial effect to that of antidepressants (SMD, −0.12; 95% CI −0.33 to 0.10), and the effect of combined treatments was similar to the effect of exercise (SMD, 0.00; 95% CI −0.33 to 0.33) and antidepressants (SMD, −0.12; 95% CI −0.40 to 0.16) alone.”
- Also stated in: § Results · plain
“exercise vs antidepressants: standardised mean differences, SMD, −0.12; 95% CI −0.33 to 0.10, combination versus exercise: SMD, 0.00; 95% CI −0.33 to 0.33, combination vs antidepressants: SMD, −0.12; 95% CI −0.40 to 0.16”
Quote in the paperSubstantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Also stated in: § Results · plain
- Findingown data
Exercise interventions had higher drop-out rates than antidepressant interventions (RR 1.31; 95% CI 1.09 to 1.57).
“Exercise interventions had higher drop-out rates than antidepressant interventions (risk ratio 1.31; 95% CI 1.09 to 1.57).”
- Also stated in: § WHAT ARE THE FINDINGS? · plain
“The drop-out rates of exercise studies was higher than that of antidepressant studies.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Also stated in: § WHAT ARE THE FINDINGS? · plain
- Findingown data
Heterogeneity in the network was moderate (τ2=0.03; I2=46%).
“Heterogeneity in the network was moderate (τ2=0.03; I2=46%).”
- Also stated in: § Depressive symptoms severity · plain
“The network meta-analysis showed that there was moderate heterogeneity (τ2=0.03; I2=46.2%), which was mostly caused by the comparison of exercise versus control (Q=15.80; df=4; p=0.003).”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Also stated in: § Depressive symptoms severity · plain
- Findingown data
All other comparisons showed no evidence of heterogeneity.
“All other comparisons showed no evidence of heterogeneity.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Findingown data
Antidepressants were superior to control in reducing depressive symptoms (SMD −0.33; 95% CI −0.48 to −0.19).
“At the end of the interventions, exercise (SMD, −0.45; 95% CI −0.67 to −0.23), antidepressants (SMD, −0.33; 95% CI −0.48 to −0.19) and combined treatments (SMD, −0.45; 95% CI −0.76 to −0.14) were superior in reducing depressive symptoms compared with controls (table 2).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Findingown data
Three studies provided direct evidence on the comparative effects of antidepressants and exercise.
“Three studies provided direct evidence on the comparative effects of antidepressants and exercise.”
Quote in the paperNot a substantial claim - Findingown data
Combined treatment did not show superiority over antidepressants alone for depressive symptoms (SMD −0.13; 95% CI −0.63 to 0.36).
“Similarly, there was no evidence of the superiority of combined treatments over exercise (SMD, 0.18; 95% CI −0.20 to 0.55) and antidepressants (SMD, −0.13; 95% CI −0.63 to 0.36) alone (online supplemental eappendix 3).”
Quote in the paperSubstantial claim - Findingown data
No other differences in acceptability were observed among the interventions.
“No other differences were observed among the interventions.”
Quote in the paperNot a substantial claim - Findingown data
Combined treatment did not show superiority over exercise alone for depressive symptoms (SMD 0.18; 95% CI −0.20 to 0.55).
“Similarly, there was no evidence of the superiority of combined treatments over exercise (SMD, 0.18; 95% CI −0.20 to 0.55) and antidepressants (SMD, −0.13; 95% CI −0.63 to 0.36) alone (online supplemental eappendix 3).”
Quote in the paperSubstantial claim - Findingown data
There was no evidence of heterogeneity among pairwise comparisons.
“There was no evidence of heterogeneity among pairwise comparisons (table 3, online supplemental eappendix 3).”
Quote in the paperNot a substantial claim - Findingown data
Drop-out rates were higher in exercise than antidepressant groups (network RR 1.31; 95% CI 1.09 to 1.57; pairwise RR 1.40; 95% CI 1.13 to 1.72).
“Drop-out rates in the exercise group were greater than in the antidepressant group (RR 1.31; 95% CI 1.09 to 1.57) and control group (RR 1.29; 95% CI 1.03 to 1.61) across all studies (table 3).”
- Also stated in: § Acceptability · plain
“The pairwise meta-analyses were in line with the results of the network analysis, as the drop-out rates were higher in the exercise group than in the antidepressant group (RR 1.40; 95% CI 1.13 to 1.72).”
- Also stated in: § Discussion · plain
“Assessment of acceptability showed that antidepressant treatments induced fewer intervention drop-outs than exercise.”
Quote in the paperSubstantial claim- Rests on an assumption: Overall drop-out is a valid measure of treatment acceptability.
- Also stated in: § Acceptability · plain
- Findingown data
Combination treatment did not demonstrate greater beneficial effects on depressive symptoms compared with either treatment alone.
“Combination treatment did not demonstrate greater beneficial effects on depressive symptoms compared with either treatment alone, probably due to the limited number of studies included in our analyses.”
Quote in the paperSubstantial claim - Findingown data
All treatments had similar beneficial effects on depressive symptoms when compared with controls.
“Results showed that all treatments had similar beneficial effects on depressive symptoms when compared with the controls, but no treatment was superior to another.”
- Also stated in: § Discussion · plain
“Although both interventions can effectively alleviate depressive symptoms, different strategies must be adopted to enhance treatment adherence in depressed individuals.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · plain
- Findingown data
Exercise and antidepressants did not differ in effectiveness for depressive symptoms (SMD −0.08; 95% CI −0.29 to 0.12).
“The comparison of exercise and antidepressants showed no evidence of the superiority of one treatment over the other (SMD, −0.08; 95% CI −0.29 to 0.12).”
Quote in the paperSubstantial claim - Findingcitation
In one study, 58% and 40% of participants withdrew from the exercise and antidepressant groups, respectively.
“In this study, 58% and 40% of participants withdrew from the exercise and antidepressant groups, respectively.38”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [38] source
Not checked in the free run.
- Findingown data
Drop-out rates were higher in exercise than control groups (RR 1.29; 95% CI 1.03 to 1.61).
“Drop-out rates in the exercise group were greater than in the antidepressant group (RR 1.31; 95% CI 1.09 to 1.57) and control group (RR 1.29; 95% CI 1.03 to 1.61) across all studies (table 3).”
Quote in the paperSubstantial claim - Findingown data
Only one study reported a substantial difference in drop-out rates between exercise and antidepressant interventions.
“Exercise interventions induced greater drop-outs than antidepressant treatments, although only one study reported a substantial difference in drop-out rates between the two interventions.”
Quote in the paperNot a substantial claim - Findingown data
In pairwise meta-analysis, exercise showed greater improvements in depressive symptoms than controls (SMD −0.58; 95% CI −1.14 to −0.01).
“The pairwise meta-analysis supported the findings of the network meta-analysis, with both exercise (SMD, −0.58; 95% CI −1.14 to −0.01) and antidepressants (SMD, −0.33; 95% CI −0.49 to −0.16) showing greater improvements over the controls.”
Quote in the paperSubstantial claim - Findingown data
In pairwise meta-analysis, antidepressants showed greater improvements in depressive symptoms than controls (SMD −0.33; 95% CI −0.49 to −0.16).
“The pairwise meta-analysis supported the findings of the network meta-analysis, with both exercise (SMD, −0.58; 95% CI −1.14 to −0.01) and antidepressants (SMD, −0.33; 95% CI −0.49 to −0.16) showing greater improvements over the controls.”
Quote in the paperSubstantial claim - Findingown data
No treatment was superior to another for depressive symptoms.
“Results showed that all treatments had similar beneficial effects on depressive symptoms when compared with the controls, but no treatment was superior to another.”
Quote in the paperSubstantial claim - Findingown data
The meta-analytical evidence gathered through direct and indirect comparisons found no differences in treatment effectiveness between exercise, antidepressants and their combination.
“The meta-analytical evidence gathered through direct and indirect comparisons found no differences in treatment effectiveness between exercise, antidepressants and their combination.”
Quote in the paperSubstantial claim - Findingcitation
Drop-out rates in the two other trials directly comparing exercise and antidepressants ranged from 14% to 26%.
“This is considerably higher than what reported in the two other trials directly comparing exercise and antidepressants, where drop-out rates ranged from 14% to 26%.39 40”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites 39 40
Not checked in the free run.
- Findingown data
The proportion of participants with adverse events was greater in the antidepressant group (22%) than in the exercise group (9%).
“Despite the greater drop-out rates in the exercise group, the proportion of participants with adverse events was greater in the antidepressant group, with 22% reporting adverse events compared with 9% in the exercise group.”
Quote in the paperSubstantial claim - Study design and conductown data
Most of the network evidence relied on moderate risk of bias and low-moderate indirectness.
“Most of the network evidence relied on moderate risk of bias and low-moderate indirectness (online supplemental material efigure 2, 3 and online supplemental material etable 4).”
Quote in the paperNot a substantial claim - Study design and conductown data
There was no evidence of inconsistency within any of the comparisons of interest.
“There was no evidence of inconsistency within any of the comparisons of interest (online supplemental material etable 7).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Study design and conductown data
No inconsistency between comparisons was observed (Q=5.62, df=5, p=0.34).
“Similarly, no inconsistency between comparisons was observed (Q=5.62, df=5, p=0.34).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Study design and conductown data
The confidence in the network was moderate-to-high for all comparisons of interest.
“The confidence in the network was moderate-to-high for all comparisons of interest (online supplemental material etable 5).”
Quote in the paperSubstantial claim - Study design and conductreasoning
Overall, the assumption of transitivity was considered valid.
“Overall, we considered the assumption of transitivity to be valid.”
Quote in the paperSubstantial claim - Study design and conductown data
Meta-regression analyses suggest that none of the study characteristics influenced the treatment effect.
“Nonetheless, meta-regression analyses suggest that none of the study characteristics influenced the treatment effect (online supplemental material etable 2).”
Quote in the paperNot a substantial claim - Interpretationown data
The results suggest no difference between exercise and pharmacological interventions in reducing depressive symptoms in adults with non-severe depression.
“The results suggest no difference between exercise and pharmacological interventions in reducing depressive symptoms in adults with non-severe depression.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Interpretationown data
Exercise may be used as an alternative treatment approach for the management of non-severe depression in adults.
“These results suggest that exercise may be used as an alternative treatment approach for the management of non-severe depression in adults.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
- Premisecitation
Individual-level meta-analyses have found a direct relationship between the magnitude of depressive symptoms and the effectiveness of antidepressants.
“Individual-level meta-analyses have found a direct relationship between the magnitude of depressive symptoms and the effectiveness of antidepressants.8–10”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
Most patients with depression report symptoms below the threshold for severe depression.
“This is concerning considering that most patients with depression report symptoms below the threshold for severe depression.12 13”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
High costs, fear of addiction and possible adverse effects limit the applicability of antidepressants in some real-life settings.
“In addition, high costs, fear of addiction and possible adverse effects limit the applicability of antidepressants in some real-life settings.14”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [14] Sansone, 2012, Antidepressant adherence: are patients taking their medications?, Innov Clin Neurosci
Not checked in the free run.
- Premisecitation
The use of exercise as an alternative treatment for non-severe depression is endorsed by several treatment guidelines (EPA in Europe, CANMAT in Canada, NICE in the UK and RANZCP in Australia).
“Specifically, the use of exercise as an alternative treatment for non-severe depression is endorsed by several treatment guidelines (EPA in Europe, CANMAT in Canada, NICE in the UK and RANZCP in Australia).19–22”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [19] Stubbs, 2018, EPA guidance on physical activity as a treatment for severe mental illness: a meta-review of the evidence and position statement from the European psychiatric association (EPA), supported by the International organization of physical therapists in mental health (IOPTMH), Eur Psychiatry source
Not checked in the free run.
- cites [20] source
Not checked in the free run.
- cites [21] source
Not checked in the free run.
- cites [22] National Institute for Health and Clinical Excellence . Depression in adults: treatment and management NICE; 2022.
Not checked in the free run.
- Interpretationown data
Our findings do not support the synergistic effects of exercise and antidepressants.
“Our findings do not support the synergistic effects of exercise and antidepressants; however, considering the various health benefits of physical exercise, using exercise as an adjunctive treatment to pharmacotherapy may counterbalance the side effects that are often associated with antidepressant use and promote a faster recovery.”
Quote in the paperSubstantial claim - Interpretationreasoning
The effects of the combination of exercise and pharmacotherapy on depression remain largely unclear.
“The effects of the combination of exercise and pharmacotherapy on depression remains largely unclear.”
Quote in the paperSubstantial claim - Interpretationreasoning
The lack of greater beneficial effects of combination treatment is probably due to the limited number of studies included in the analyses.
“Combination treatment did not demonstrate greater beneficial effects on depressive symptoms compared with either treatment alone, probably due to the limited number of studies included in our analyses.”
Quote in the paperSubstantial claim - Premisecitation
Evidence of the combined effectiveness of exercise and pharmacotherapy against pharmacological treatment alone is still inconclusive.
“Although some studies have attempted to explain the possible synergism between the two interventions,35 evidence of their combined effectiveness against pharmacological treatment alone is still inconclusive.36 37”
Quote in the paperSubstantial claim0 of 1 sources checked- cites 36 37
Not checked in the free run.
- Study design and conductown data
Sensitivity analyses confirmed the robustness of the results.
“Sensitivity analyses confirmed the robustness of the results (online supplemental material etable 8).”
- Also stated in: § Conclusion · boosted
“Results were corroborated through stringent sensitivity analyses that accounted for the quality of studies as well as types of participants and interventions.”
Quote in the paperNot a substantial claim - Also stated in: § Conclusion · boosted
- Interpretationreasoning
Overall, there is an imbalance between the proportion of studies assessing treatment effectiveness in mild-to-moderate depression and those focusing on severe depression.
“Overall, there is an imbalance between the proportion of studies assessing treatment effectiveness in mild-to-moderate depression and those focusing on severe depression.”
Quote in the paperNot a substantial claim - Study design and conductown data
Sensitivity analyses found no considerable changes in study effects after excluding studies with an active or passive control comparison.
“Although our sensitivity analyses found no considerable changes in study effects after excluding studies with an active or passive control comparison, the effect of exercise might have been overestimated and needs to be validated by additional high-quality studies.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
Compared with Cipriani et al, our study had tighter inclusion criteria to ensure that the transitivity assumption was not violated.
“Compared with Cipriani et al, our study had tighter inclusion criteria to ensure that the transitivity assumption was not violated.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The transitivity assumption holds in the network meta-analysis.
- Interpretationreasoning
These findings support the use of exercise interventions as an alternative treatment option for non-severe depression.
“These findings support the use of exercise interventions as an alternative treatment option for non-severe depression.”
Quote in the paperSubstantial claim - Interpretationreasoning
Combining control groups into a single node might have contributed to the heterogeneity detected in the exercise-control comparison.
“This might have contributed to the heterogeneity detected in the exercise-control comparison.”
Quote in the paperSubstantial claim - Interpretationreasoning
The findings cannot be extended to all depressed patients.
“This limited the interpretation of our findings, which cannot be extended to all depressed patients.”
Quote in the paperSubstantial claim - Premisecitation
Previous network meta-analyses showed little heterogeneity among antidepressant and exercise interventions.
“This method was chosen because previous network meta-analyses showed little heterogeneity among antidepressant41 and exercise42 interventions.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [41] Cipriani, 2018, Comparative efficacy and acceptability of 21 antidepressant drugs for the acute treatment of adults with major depressive disorder: a systematic review and network meta-analysis, The Lancet source
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- cites [42] Brupbacher, 2021, The effects of exercise on sleep in unipolar depression: a systematic review and network meta-analysis, Sleep Med Rev source
Not checked in the free run.
- Classified as probably not a substantial claim. 25
- May combine two claims. 20
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataThe duration of the intervention differed among comparisons, with the exercise versus antidepressants comparison having the mean longest intervention (19 weeks) and the antidepressants versus control comparison having the shortest (9 weeks).
“The duration of the intervention differed among comparisons, with the exercise versus antidepressants comparison having the mean longest intervention (19 weeks), and the antidepressants versus control comparison having the shortest (9 weeks).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe comparison studies included 11 antidepressant versus control comparisons, 6 exercise versus control comparisons, 4 combined treatment versus antidepressant comparisons and 1 combined treatment versus exercise comparison.
“The comparison studies included: antidepressants versus controls (n=11), exercise versus controls (n=6), combined treatments versus antidepressants (n=4) and combined treatments versus exercise (n=1).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataControl interventions included placebo (n=11), attention control (n=2), stretching (n=2), no intervention (n=1) and wait-list (n=1).
“Control interventions included placebo (n=11), attention control (n=2), stretching (n=2), no intervention (n=1) and wait-list (n=1).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOnly 6 and 11 studies comparing exercise and antidepressants to control were found, respectively.
“To our own surprise, only 6 and 11 studies comparing exercise and antidepressants to control were found, respectively.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenAll antidepressant studies used a placebo comparison, while exercise studies used various types of control.
“While all antidepressant studies used a placebo comparison, exercise studies used various types of control.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataRisk of bias was low in 5 studies, moderate in 15 studies and high in 1 study.
“Risk of bias was determined to be low in 5 studies, moderate in 15 studies and high in 1 study (online supplemental material etable 3).”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataParticipant age, the proportion of women and the outcome measure used were balanced across comparisons.
“Participant age, the proportion of women and the outcome measure used were balanced across comparisons.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension guidelines for network meta-analyses.
“This review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension guidelines for network meta-analyses23 and was registered in PROSPERO (identifier CRD42021226561).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductcitationTransitivity in the network was assessed by visual inspection of study characteristics: mode participant age, mode proportion of women, mean intervention duration and mode depression scale used.
“We assessed the transitivity in the network by a visual inspection of study characteristics: mode participant age (≥60 or <60), mode proportion of women (≥50% or <50%), mean intervention duration and mode depression scale used.31 32”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenInconsistency in the network was measured with local and global approaches using netsplit and decomp.design functions.
“We measured inconsistency in the network with local and global approaches using netsplit and decomp.design functions, respectively.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenTwo authors independently extracted sample sizes, postintervention mean scores of depressive symptoms, SD and number of drop-outs in each study.
“Two authors independently extracted sample sizes, postintervention mean scores of depressive symptoms, SD and number of drop-outs in each study.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenTwo independent researchers performed the search using pre-established criteria.
“Two independent researchers performed the search using pre-established criteria.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe review was registered in PROSPERO (identifier CRD42021226561).
“This review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension guidelines for network meta-analyses23 and was registered in PROSPERO (identifier CRD42021226561).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenSensitivity analyses were performed by excluding studies with high indirectness and risk of bias, studies with participants older than 60, studies with interventions longer than 12 weeks and studies that used an attention/active or passive control comparison.
“Sensitivity analyses were performed by excluding studies with high indirectness and risk of bias, studies with participants older than 60, studies with interventions longer than 12 weeks and studies that used an attention/active or passive control comparison.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationRisk of bias was assessed using the Cochrane risk of bias assessment tool (RoB-2).
“We assessed risk of bias using the Cochrane risk of bias assessment tool (RoB-2).28”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [28] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe Confidence in Network Meta-Analysis (CINeMA) model was used to assess the confidence of the entire network.
“We used the Confidence in Network Meta-Analysis (CINeMA) model to assess the confidence of the entire network.29”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenRisk of bias, indirectness and the overall confidence in the network were assessed by two independent investigators.
“Risk of bias, indirectness and the overall confidence in the network were assessed by two independent investigators.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe evidence on the effectiveness of second-generation antidepressants remains controversial because the immediate and short-term benefits may be small and the long-term balance between benefit and harm is poorly understood.
“However, the evidence on their effectiveness remains controversial because the immediate and short-term benefits may be small and the long-term balance between benefit and harm is poorly understood.7”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [7] source
Not checked in the free run.
Probably not a substantial claim: may not pass S1 (asserted).
PremisecitationThe benefits of antidepressants in non-severe depression have been argued to be minimal.
“Thus, the benefits of antidepressants in non-severe depression have been argued to be minimal.8 11”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
Study design and conductown dataOwing to an insufficient number of studies in each comparison group, subgroup and meta-regression analyses, as well as the assessment of publication bias, could not be performed to explore potential sources of heterogeneity across the network.
“Owing to an insufficient number of studies in each comparison group, subgroup and meta-regression analyses, as well as the assessment of publication bias, could not be performed to explore potential sources of heterogeneity across the network.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Interpretationown dataThese findings support the adoption of exercise as an alternative or adjuvant treatment for non-severe depression in adults.
“These findings support the adoption of exercise as an alternative or adjuvant treatment for non-severe depression in adults.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
- The authors state this as an assumption: Heterogeneity was common across the entire network.
Classified as probably not a substantial claim.
PremisereasoningThe contrasting statements conveyed by international treatment guidelines preclude drawing definitive conclusions regarding the role of exercise as a treatment for non-severe depression.
“The contrasting statements conveyed by international treatment guidelines preclude drawing definitive conclusions regarding the role of exercise as a treatment for non-severe depression.”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [6] American Psychological Association . Clinical practice guideline for the treatment of depression across three age cohorts. Guideline development panel for the treatment of depressive disorders, 2019. Available: https://www.apa.org/depression-guideline/guideline.pdf
Not checked in the free run.
- cites [19] Stubbs, 2018, EPA guidance on physical activity as a treatment for severe mental illness: a meta-review of the evidence and position statement from the European psychiatric association (EPA), supported by the International organization of physical therapists in mental health (IOPTMH), Eur Psychiatry source
Not checked in the free run.
- cites [20] source
Not checked in the free run.
- cites [21] source
Not checked in the free run.
- cites [22] National Institute for Health and Clinical Excellence . Depression in adults: treatment and management NICE; 2022.
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSecond-generation antidepressant medications are one of the first-line treatments for depression.
“Currently, second-generation antidepressant medications are one of the first-line treatments for depression.6”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [6] American Psychological Association . Clinical practice guideline for the treatment of depression across three age cohorts. Guideline development panel for the treatment of depressive disorders, 2019. Available: https://www.apa.org/depression-guideline/guideline.pdf
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationThe DSM-5 clinical practice guidelines support exercise therapy only when antidepressants or psychotherapy treatments are ineffective or unacceptable.
“In contrast, the clinical practice guidelines provided by the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) support exercise therapy only when antidepressants or psychotherapy treatments are ineffective or unacceptable.6”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] American Psychological Association . Clinical practice guideline for the treatment of depression across three age cohorts. Guideline development panel for the treatment of depressive disorders, 2019. Available: https://www.apa.org/depression-guideline/guideline.pdf
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationAlthough there is evidence that antidepressants have some beneficial effects on milder forms of depression compared with placebo, concerns over the risk-to-benefit ratio and the availability of alternative treatments raise questions about the appropriateness of pharmacological treatments for non-severe depression.
“Although there is evidence that antidepressants have some beneficial effects on milder forms of depression compared with placebo,16 concerns over the risk-to-benefit ratio and the availability of alternative treatments raise questions about the appropriateness of pharmacological treatments for non-severe depression.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [16] Cipriani, 2011, Depression in adults: drug and physical treatments, BMJ Clin Evid
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationReluctance to use antidepressants may be found in patients with non-severe symptoms due to low perceived need or effectiveness of the medication and/or social stigmatisation.
“Reluctance to use antidepressants may also be found in patients with non-severe symptoms due to low perceived need or effectiveness of the medication and/or social stigmatisation.15”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [15] source
Not checked in the free run.
Probably not a substantial claim: may not pass S1 (asserted).
PremisecitationThe European Psychiatric Association report states that there is sufficient data supporting exercise for the management of mild-to-moderate depression.
“This contradicts the report by the European Psychiatric Association that states that there is sufficient data supporting exercise for the management of mild-to-moderate depression.19”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [19] Stubbs, 2018, EPA guidance on physical activity as a treatment for severe mental illness: a meta-review of the evidence and position statement from the European psychiatric association (EPA), supported by the International organization of physical therapists in mental health (IOPTMH), Eur Psychiatry source
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationThe DSM-5 guidelines state that there is a lack of evidence to recommend exercise as an official treatment.
“Moreover, the DSM-5 guidelines state that there is a lack of evidence to recommend exercise as an official treatment.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] American Psychological Association . Clinical practice guideline for the treatment of depression across three age cohorts. Guideline development panel for the treatment of depressive disorders, 2019. Available: https://www.apa.org/depression-guideline/guideline.pdf
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLifestyle interventional strategies incorporating diet, sleep and physical activity have been recognised as protective treatments for depression.
“Recently, lifestyle interventional strategies incorporating diet, sleep and physical activity have been recognised as protective treatments for depression.17 18”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationOur findings align with recommendations from European, Canadian, Australian and UK treatment guidelines supporting exercise as an alternative treatment for non-severe depression.
“Our findings align with the recommendations provided by European, Canadian, Australian and UK treatment guidelines supporting the use of exercise as an alternative treatment for non-severe depression.19–22”
Quote in the paperNot a substantial claim0 of 4 sources checked- cites [19] Stubbs, 2018, EPA guidance on physical activity as a treatment for severe mental illness: a meta-review of the evidence and position statement from the European psychiatric association (EPA), supported by the International organization of physical therapists in mental health (IOPTMH), Eur Psychiatry source
Not checked in the free run.
- cites [20] source
Not checked in the free run.
- cites [21] source
Not checked in the free run.
- cites [22] National Institute for Health and Clinical Excellence . Depression in adults: treatment and management NICE; 2022.
Not checked in the free run.
May combine two claims.
PremisecitationGartlehner et al compared pharmacological versus non-pharmacological treatments using only direct evidence.
“Gartlehner et al 34 compared pharmacological versus non-pharmacological treatments, but only direct evidence was analysed.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Gartlehner et al 34
Not checked in the free run.
May combine two claims.
PremisecitationGartlehner et al's analysis included two exercise studies and concluded there was insufficient evidence to promote exercise as a depression treatment.
“This resulted in the inclusion of two exercise studies and with the conclusion that there was insufficient evidence to promote exercise as a depression treatment.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Gartlehner et al 34
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
InterpretationreasoningUsing exercise as an adjunctive treatment to pharmacotherapy may counterbalance side effects associated with antidepressant use and promote faster recovery.
“Our findings do not support the synergistic effects of exercise and antidepressants; however, considering the various health benefits of physical exercise, using exercise as an adjunctive treatment to pharmacotherapy may counterbalance the side effects that are often associated with antidepressant use and promote a faster recovery.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe low number of studies limited the interpretation of the findings, which need to be corroborated by further research.
“This limited the interpretation of our findings, which need to be corroborated by further research.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationAntidepressant treatments are associated with greater adverse effects, higher costs and social stigma.
“On the other hand, antidepressant treatments are associated with greater adverse effects, higher costs and social stigma.14”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [14] Sansone, 2012, Antidepressant adherence: are patients taking their medications?, Innov Clin Neurosci
Not checked in the free run.
May combine two claims.
InterpretationreasoningBoth exercise and antidepressant interventions have limitations in securing treatment adherence.
“Clearly, both interventions have limitations in securing treatment adherence.”
Quote in the paperSubstantial claim- Rests on an assumption: Overall drop-out is a valid measure of treatment acceptability.
May combine two claims.
Interpretationown dataThe effect of exercise might have been overestimated and needs to be validated by additional high-quality studies.
“Although our sensitivity analyses found no considerable changes in study effects after excluding studies with an active or passive control comparison, the effect of exercise might have been overestimated and needs to be validated by additional high-quality studies.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningDifferences within antidepressant and exercise interventions might have affected the overall heterogeneity of the network.
“These differences might have affected the overall heterogeneity of the network.”
Quote in the paperNot a substantial claim- Rests on an assumption: Antidepressant studies vary by type, dose and duration of antidepressant used, and exercise studies vary by type, frequency, intensity and duration of the training sessions.
May combine two claims.
Study design and conductown dataThe overall low number of studies available for each comparison precluded exploration of potential sources of heterogeneity and publication bias, and may have generated inaccurate estimates of between-study heterogeneity.
“First, the overall low number of studies available for each comparison precluded us to explore potential sources of heterogeneity and publication bias, and may have generated inaccurate estimates of between-study heterogeneity.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationCipriani et al analysed over 500 antidepressant studies and found that 89% only recruited participants with moderate-to-severe symptoms (mean Hamilton Rating Scale score of 25.7).
“This was also reflected in a comprehensive network meta-analysis by Cipriani et al,41 who analysed over 500 antidepressant studies and found that 89% only recruited participants with moderate-to-severe symptoms (mean Hamilton Rating Scale score of 25.7).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cipriani et al,41
Not checked in the free run.
May combine two claims.
Study design and conductown dataThis study examined the comparative effectiveness of exercise and antidepressants in mild-to-moderate depression, but did not explore the potential benefits of exercise in individuals with more severe symptoms.
“Third, this study examined the comparative effectiveness of exercise and antidepressants in mild-to-moderate depression, but did not explore the potential benefits of exercise in individuals with more severe symptoms.”
Quote in the paperSubstantial claim
The authors state this as an assumption.
Every participant fitting the eligibility criteria could potentially be randomised to any of the treatments compared.
“We presumed that every participant fitting our eligibility criteria could potentially be randomised to any of the treatments compared.”
The authors state this as an assumption.
Heterogeneity was common across the entire network.
“It was assumed that heterogeneity was common across the entire network.”
The paper relies on this without support.
No prior network meta-analysis has comparatively assessed the effectiveness of exercise, antidepressants and combined treatments on depressive symptoms in adults with non-severe depression.
“This is the first network meta-analysis to comparatively assess the effectiveness of exercise, antidepressants and combined treatments on depressive symptoms in adults with non-severe depression.”
The authors state this as an assumption.
The transitivity assumption holds in the network meta-analysis.
“Compared with Cipriani et al, our study had tighter inclusion criteria to ensure that the transitivity assumption was not violated.”
The paper relies on this without support.
Antidepressant studies vary by type, dose and duration of antidepressant used, and exercise studies vary by type, frequency, intensity and duration of the training sessions.
“Yet, antidepressant studies can vary by type, dose and duration of antidepressant used, whereas exercise studies can vary by type, frequency, intensity and duration of the training sessions.”
The paper relies on this without support.
Overall drop-out is a valid measure of treatment acceptability.
“In our study, we used overall drop-out as a measure of treatment acceptability.”
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?
Previous reviews on those with mild-moderate depression have found similar effects for exercise or SSRIs, or the two combined.
“Previous reviews on those with mild-moderate depression have found similar effects for exercise or SSRIs, or the two combined.13 14”
From Effect of exercise for depression: systematic review and network meta-analysis of randomised controlled trials (2024) · cites this paper as [14]
Our findings are likely related to the larger power in our review (n=14 170) compared with previous reviews (eg, n=2551), and our ability to better account for heterogeneity in exercise prescriptions.
“Our findings are likely related to the larger power in our review (n=14 170) compared with previous reviews (eg, n=2551),14 and our ability to better account for heterogeneity in exercise prescriptions.”
From Effect of exercise for depression: systematic review and network meta-analysis of randomised controlled trials (2024) · cites this paper as [14]
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.
PROSPERO registration numbers differ
MinorThe abstract and Methods give different registration identifiers; the Methods identifier has an additional final digit.
“PROSPERO CRD4202122656.”
“was registered in PROSPERO (identifier CRD42021226561).”
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Flagged first, then by citations
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Cited by
Sorted by citations
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- Authors
- Recchia, F., Leung, C. K., Chin, E. C., Fong, D. Y., Montero, D., Cheng, C. P., Yau, S. Y., & Siu, P. M.
- Affiliations
- University of Hong Kong (HK)
- Hong Kong Polytechnic University (HK)
- Corresponding author
- Siu, Parco M
- Venue
- British Journal of Sports Medicine
- Publisher
- BMJ
- Published
- 2022-09-16
- Volume
- 56
- Issue
- 23
- Pages
- 1375-1380
- ISSN
- 0306-3674 (ISSN-L)
- 1473-0480
- PMC
- PMC9685718
- OpenAlex
- W4296072841
- Cited by
- 117
- References
- 40
- Citations by year
- 2026: 31 · 2025: 35 · 2024: 37 · 2023: 14
- FWCI
- 3.09
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- British Journal of Sports Medicine (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Funders
- Health and Medical Research Fund (17182461)
- The University of Hong Kong (Seed Fund for Basic Research)
- Topics
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- exercise therapy, antidepressants, combination therapy, depression severity, treatment effectiveness, treatment acceptability, dropout rates
- MeSH terms
- Network Meta-Analysis, Network Meta-Analysis as Topic, Adult, Antidepressive Agents, Depression, Humans, Exercise, Randomized Controlled Trials as Topic, Treatment Outcome
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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