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Maintenance Medication for Opiate Addiction: The Foundation of Recovery
Open accessAbstract
Illicit use of opiates is the fastest growing substance use problem in the United States, and the main reason for seeking addiction treatment services for illicit drug use throughout the world. It is associated with significant morbidity and mortality related to human immunodeficiency virus, hepatitis C, and overdose. Treatment for opiate addiction requires long-term management. Behavioral interventions alone have extremely poor outcomes, with more than 80% of patients returning to drug use. Similarly poor results are seen with medication-assisted detoxification. This article provides a topical review of the three medications approved by the Food and Drug Administration for long-term treatment of opiate dependence: the opioid-agonist methadone, the partial opioid-agonist buprenorphine, and the opioid-antagonist naltrexone. Basic mechanisms of action and treatment outcomes are described for each medication. Results indicate that maintenance medication provides the best opportunity for patients to achieve recovery from opiate addiction. Extensive literature and systematic reviews show that maintenance treatment with either methadone or buprenorphine is associated with retention in treatment, reduction in illicit opiate use, decreased craving, and improved social function. Oral naltrexone is ineffective in treating opiate addiction, but recent studies using extended-release naltrexone injections have shown promise. Although no direct comparisons between extended-release naltrexone injections and either methadone or buprenorphine exist, indirect comparison of retention shows inferior outcome compared with methadone and buprenorphine. Further work is needed to directly compare each medication and determine individual factors that can assist in medication selection. Until such time, selection of medication should be based on informed choice following a discussion of outcomes, risks, and benefits of each medication.
Overview
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Written from the paper’s full text.
TL;DR
This review argues that long-term maintenance medication is the strongest foundation for recovery from opiate addiction, with methadone and buprenorphine showing better retention and illicit-use outcomes than naltrexone or non-medication approaches. It reviews mechanisms, outcomes, and special populations, and calls for direct comparative studies to guide individualized medication choice.
Key findings
- Non-medication treatment and detoxification have poor outcomes: more than 80% return to opiate use within two years after intensive residential treatment, and medication-assisted detoxification does not sustain abstinence beyond initial stabilization.
- Methadone and buprenorphine maintenance reduce illicit opiate use and craving and improve retention and social function. Methadone stabilization is usually 60–120 mg daily, with mean 1-year retention around 60% and roughly 15% of patients showing ongoing illicit opiate use at any time. Buprenorphine stabilization is usually 12–16 mg daily; 12–24 week retention is similar to methadone, and one small placebo-controlled trial reported 1-year retention of 75% versus 0%.
- Oral naltrexone is ineffective largely because of poor adherence: fewer than 20% remain in treatment at 6 months, and a Cochrane meta-analysis found it no better than placebo. Extended-release naltrexone shows promise: one trial retained 70% at 8 weeks; a larger Russian trial retained 53% versus 38% for placebo at 6 months; implants showed about 60% retention at 6 months, but indirect comparison suggests inferior retention to methadone and buprenorphine.
- One randomized comparison found 24-week retention of 84% for methadone 50 mg, 59% for buprenorphine 5 mg, and 21% for naltrexone 50 mg, despite suboptimal methadone and buprenorphine doses. No direct comparisons exist between extended-release naltrexone and either methadone or buprenorphine.
Methods
- Narrative/topical review of the three FDA-approved medications for long-term opiate dependence: methadone, buprenorphine, and naltrexone. It covers neurobiology, psychosocial-only and detoxification approaches, mechanisms of action, treatment outcomes, direct comparisons, and special populations.
- Evidence is drawn from existing literature, systematic reviews, and clinical trials; no new primary data collection or formal systematic search/meta-analysis is described.
- Outcomes emphasized include retention in treatment, illicit opiate use, craving, social function, and safety.
Limitations
- Stated: no randomized double-blind trial compares all three medications; no direct outcome studies compare extended-release naltrexone with methadone or buprenorphine; buprenorphine studies mostly last 12–24 weeks, so whether retention similarity persists at 1 year is uncertain; more work is needed on direct comparisons and predictors of individual response.
- Stated: oral naltrexone evidence is limited by high dropout, and extended-release naltrexone data remain limited.
- Evident: as a topical review, it lacks a described systematic search strategy, inclusion criteria, or formal quality assessment; some special-population recommendations rest on limited or no formal studies, such as buprenorphine pharmacokinetics in end-stage liver disease.
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Claims the paper makes
0 of 77 cited sources checked · 0 supported · 0 flagged
None of the sources cited for this claim have been checked yet.
In the paper
“Behavioral interventions alone have extremely poor outcomes, with more than 80% of patients returning to drug use.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Abstract
What the sources say
- Not checked yetcites [36] Pescor M J, 1943, Publ Health Rep
- Not checked yetcites [37] Vaillant G E, 1973, Arch Gen Psychiatry source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesNone of the sources cited for this claim have been checked yet.
In the paper
“Oral naltrexone is ineffective in treating opiate addiction but recent studies using extended release naltrexone injections have shown promise.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Abstract
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
“Long term approaches to the treatment of opiate addiction are required because of persistent alterations in dopaminergic, opioidergic, and stress responsive pathways.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Neurobiology of opiate addiction
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 used alone, these approaches should be considered to lie outside the domain of first-line evidence based treatment”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Psychosocial intervention only
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
“indirect comparison of retention shows inferior outcome compared to methadone and buprenorphine”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: An indirect comparison of retention between extended-release naltrexone and methadone or buprenorphine can validly indicate their relative outcome.
None of the sources cited for this claim have been checked yet.
In the paper
“The risk for developing opiate addiction is a complex interaction between genetics, environmental factors, and the pharmacological effects of opiates.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Neurobiology of opiate addiction
What the sources say
Strength:plain· not yet calibratedCausal:correlational· 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
“Results indicate that maintenance medication provides the best opportunity for patients to achieve recovery from opiate addiction.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Abstract
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Oral naltrexone is ineffective in treating opiate addiction but recent studies using extended release naltrexone injections have shown promise.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Abstract
What the sources say
- Not checked yetcites [116]
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesNone of the sources cited for this claim have been checked yet.
In the paper
“Similarly poor results are seen with medication assisted detoxification.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Abstract
What the sources say
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
“Treatment for opiate addiction requires long-term management.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > 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
“While no direct comparisons between extended release naltrexone injections and either methadone or buprenorphine exist”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Abstract
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“The short term (first 30 days) effect on relief of symptoms and return to illicit opiate use between alpha adrenergic agonists such as clonidine and lofexidine (and presumably dexmedetomidine) and opiate based regimens are similar.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Medically assisted detoxification
What the sources say
- Not checked yetcites [45] Amato L, 2005, Cochrane Database Syst Rev
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Naltrexone safety is well established.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
What the sources say
- Not checked yetcites [108] Pfohl D N, 1986, NIDA Res Monogr
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Methadone safety is well established.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Methadone
What the sources say
- Not checked yetcites [52] Kreek M J, 1973, JAMA source
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesNone of the sources cited for this claim have been checked yet.
In the paper
“Longer period of detoxification (1–6 months) with methadone or buprenorphine are also ineffective in promoting abstinence beyond the initial stabilization period.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Medically assisted detoxification
What the sources say
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“naltrexone can block the effect of superimposed opiates for approximately 24–48 hours after oral dosing”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
What the sources say
- Not checked yetcites [110] Volavka J, 1976, Biol Psychiatry
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesNone of the sources cited for this claim have been checked yet.
In the paper
“phase III research reports indicate that buprenorphine maintenance is quite safe with equivalent adverse events to methadone and placebo”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Buprenorphine
What the sources say
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“A Cochrane collaboration meta-analysis found that due to extensive drop-out rates, oral naltrexone maintenance with or without psychotherapy was no better than placebo treatment.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
What the sources say
- Not checked yetcites [116]
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“When adequate doses are used, treatment outcome in terms of retention and reduction in illicit opiate use is similar to that of methadone maintenance.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Buprenorphine
What the sources say
- Not checked yetcites [95] Mattick, R P, Kimber, J, Breen, C and Davoli, M. “Buprenorphine maintenance versus placebo or methadone maintenance for opioid dependence”. Cochrane Database Syst Rev 2008 CD002207 source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“following steady-state oral administration, naltrexone achieves approximately 95% mu opioid receptor occupancy”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
What the sources say
- Not checked yetcites [122] Weerts E M, 2008, Neuropsychopharmacology source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ 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
“Like other opiate agonists, methadone has the potential to induce lethal respiratory suppression when given in doses that exceed an individual’s tolerance.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Methadone
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“A comparative study between buprenorphine and oral naltrexone found naltrexone response inferior.130”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Methadone, buprenorphine, naltrexone direct comparisons
What the sources say
- Not checked yetcites [130] Schottenfeld R S, 2008, Lancet source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“A larger trial in Russia retained 53% of patients at 6 months compared to 38% for placebo.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
What the sources say
- Not checked yetcites [118] Krupitsky E, 2011, Lancet source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Patients receiving extended release naltrexone also had significantly fewer days of illicit opiate use.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
What the sources say
- Not checked yetcites [118] Krupitsky E, 2011, Lancet source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“It has been observed that the 6-month retention rates following extended release naltrexone are similar to 1-year retentions in methadone maintenance and thus non-inferiority studies of extended release naltrexone are needed.131”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Methadone, buprenorphine, naltrexone direct comparisons
What the sources say
- Not checked yetcites [131] Bart G, 2011, Lancet source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesNone of the sources cited for this claim have been checked yet.
In the paper
“Patient adherence and drop out has been a major stumbling block for oral naltrexone.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
What the sources say
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 role of buprenorphine in the treatment of opiate addiction is not simply replacement of an illicitly used opiate for a medically supervised opiate but rather as a medication that corrects many of the neurobiological processes contributing to relapse”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Buprenorphine
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
“Extended release naltrexone may improve treatment outcome because non-adherence to daily oral regimens is reduced by delivery of a once monthly injection.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
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 may more importantly be thought of as a relapse prevention drug in that it normalizes many of the physiological stress-related responses that precede and contribute to relapse”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Methadone
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
“is associated with decreased drug use”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Conclusion: Medication and recovery
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
“methadone and buprenorphine appear to have superior outcomes to both oral and intramuscular naltrexone”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Conclusion: Medication and recovery
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: No comparative outcome studies exist between methadone or buprenorphine and extended-release naltrexone.
In the paper
“A significant number of patients in maintenance pharmacotherapy complain of chronic pain.137”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Chronic pain
What the sources say
- Not checked yetcites [137] Rosenblum A, 2003, JAMA source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Thus, these medications help patients achieve “recovery” as it is currently defined.147”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Conclusion: Medication and recovery
What the sources say
- Not checked yetcites [147] What is recovery?, 2007, J Subst Abuse Treat 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
“Increased retention reduces mortality”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Conclusion: Medication and recovery
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
“improves social function”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Conclusion: Medication and recovery
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“there is legal precedent for compulsory addiction treatment and medication in offenders”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Criminal justice
What the sources say
- Not checked yetcites [142] Richard J, 2006, Journal of Substance Abuse Treatment source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Behavioral interventions alone have retention rates approaching 80%.144”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Health professionals
What the sources say
- Not checked yetcites [144] Skipper G E, 2009, Anesth Analg source
Strength:hedged· 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
“Methadone and buprenorphine have been used with success in criminal justice populations.139,140”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Criminal justice
What the sources say
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Early interventions can prevent the associated consequences of addiction such as HIV and hepatitis C.135”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Adolescents
What the sources say
- Not checked yetcites [135] Piccolo P, 2002, J Addict Dis source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passes- Rests on an assumption: Opiate addiction is often a disease of pediatric onset.
In the paper
“Opiate addicted health professionals have excellent treatment outcomes compared to the general population.143”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Health professionals
What the sources say
- Not checked yetcites [143] Domino K B, 2005, JAMA source
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“there was lower retention in the buprenorphine treated group.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Pregnancy
What the sources say
- Not checked yetcites [134] Jones H E, 2010, N Engl J Med source
Strength:plain· not yet calibratedCausal:correlational· 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
“improved quality of life”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Conclusion: Medication and recovery
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“Oral naltrexone requires close supervision for adherence”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Criminal justice
What the sources say
- Not checked yetcites [141] Coviello D M, 2010, Am J Addict source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Decreased hepatic metabolism and plasma protein can lead to increased methadone clearance.132”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > End stage liver disease
What the sources say
- Not checked yetcites [132] Kreek M J, 1980, Biomed Mass Spectrom source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes
- It may state two separate claims as one. 30
- Probably not a substantial claim. 3
None of the sources cited for this claim have been checked yet.
In the paper
“Historical data indicate poor outcome in patients provided only psychosocial interventions. Whether compelled or voluntary, return to opiate use approaches 80% within two years of intensive residential treatment.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Psychosocial intervention only
What the sources say
- Not checked yetcites [36] Pescor M J, 1943, Publ Health Rep
- Not checked yetcites [37] Vaillant G E, 1973, Arch Gen Psychiatry source
Tests✓ 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
“Extensive literature and systematic reviews show that maintenance treatment with either methadone or buprenorphine is associated with retention in treatment, reduction in illicit opiate use, decreased craving, and improved social function.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Abstract
Tests✓ 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
“Illicit use of opiates is the fastest growing substance use problem in the United States and the main reason for seeking addiction treatment services for illicit drug use throughout the world.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Abstract
What the sources say
- Not checked yetcites [9]
- Not checked yetcites [11] Substance Abuse and Mental Health Services Administration. 2011. “Treatment episode data set”. http://www.dasis.samhsa.gov/webt/quicklink/us09.htm(accessed December 21, 2011).
Strength:plain· 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.
In the paper
“The addiction liability of opiates is high with 50% and 11% of people who used heroin or prescription opiates, respectively, last year meeting addiction criteria.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Abstract
What the sources say
- Not checked yetcites [12] Substance Abuse and Mental Health Services Administration. 2011. “National survey on drug use and health 2010”. http://www.icpsr.umich.edu/cgi-bin/SDA/SAMHDA/hsda?samhda+32722-0001(accessed December 21, 2011)
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“a separate review found that psychosocial intervention alone was inferior to methadone maintenance for such outcomes as retention in treatment and reduction in opiate positive urine toxicology tests”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Psychosocial intervention only
What the sources say
- Not checked yetcites [39] Mattick R P, 2003, Cochrane Database Syst Rev
Tests✓ 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
“not only did methadone relieve opiate withdrawal but, when at steady-state, it also blocked the euphoric and sedating effects of superimposed opiates”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Methadone
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“One randomized trial comparing each of the medications found 24-week retention rates of 84%, 59%, and 21% for methadone 50mg, buprenorphine 5mg, and naltrexone 50mg, respectively, despite suboptimal doses of methadone and buprenorphine.129”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Methadone, buprenorphine, naltrexone direct comparisons
What the sources say
- Not checked yetcites [129] Ahmadi J, 2003, Eur J Clin Invest source
Load-bearingStrength:plain· not yet calibratedTests✓ 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
“naltrexone is without intrinsic opiate activity and poses minimal risk abuse or diversion”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“Naltrexone’s effect on craving in opiate addicts is less clear. Oral naltrexone may not reduce craving more than placebo and if it does, this reduction does not necessarily correlate with abstinence.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
What the sources say
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Failure of oral naltrexone to prevent relapse in opiate addicts may be related to ongoing stress dysregulation and is supported by animal research showing its failure to suppress stress-induced relapse.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
What the sources say
- Not checked yetcites [126] Shaham Y, 1997, J Neurosci. source
Tests✓ 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
“These studies have shown retention of approximately 60% at 6-months, exceeding that of oral naltrexone.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
What the sources say
Tests✓ 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
“While methadone will increase the electrocardiographic QTc interval, this appears minimal in magnitude and rarely exceeds the 500 msec threshold associated with cardiac arrhythmia and sudden death in those with heart disease.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Methadone
What the sources say
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ 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
“Methadone, buprenorphine, and naltrexone are each FDA approved for the long-term treatment of opiate addiction”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Medications used to treat opiate addiction beyond the withdrawal period
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes? Based: unclearIt may state two separate claims as one.
In the paper
“many of buprenorphine’s effects plateau after approximately 16 mg, although doses of up to 32mg are used clinically”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Buprenorphine
What the sources say
- Not checked yetcites [84] Walsh S L, 1994, Clin Pharmacol Ther source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“the literature on its use in the treatment of alcoholism where it reduces craving, a frequent predecessor to relapse. In fact, reduction in base-line craving is correlated with its effectiveness.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
What the sources say
- Not checked yetcites [123] Volpicelli J R, 1995, J Clin Psychiatry
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.
- Rests on an assumption: Findings from alcoholism treatment about naltrexone's reduction of craving can inform its use in opiate addiction.
None of the sources cited for this claim have been checked yet.
In the paper
“Mean 1-year retention in treatment is approximately 60% and can vary based on adherence to evidence-based dosing practices.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Methadone
What the sources say
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.
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
“Whereas both methadone and buprenorphine can normalize stress response, naltrexone maintenance may not.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Naltrexone
Tests✓ 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
“Buprenorphine’s ability to both induce and relieve opiate withdrawal was observed by Martin et al. in 1976”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Buprenorphine
What the sources say
Tests✓ 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
“Regulation of stress response is one such function that tends to normalize with methadone stabilization.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Methadone
What the sources say
Tests✓ 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
“It appears that most stress responsive markers are normalized in buprenorphine maintained patients and that failure to normalize correlates with craving and relapse.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Buprenorphine
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Methadone response appears to be dose related with most patients stabilizing at doses between 60mg–120mg daily.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Methadone
What the sources say
- Not checked yetcites [62] National Institutes of Health, 1998, JAMA source
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
In the paper
“Buprenorphine is a semi-synthetic mu opioid partial agonist with weak partial agonist effects at both delta and kappa opioid receptors.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Buprenorphine
What the sources say
- Not checked yetcites [79] Bentley K W, 1967, J Am Chem Soc 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. It may state two separate claims as one.
In the paper
“Its antagonist effect can be overridden in setting of acute pain but caution is advised.138”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Chronic pain
What the sources say
- Not checked yetcites [138] Gastfriend D R, 2011, Ann N Y Acad Sci 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.
- Rests on an assumption: Naltrexone can prevent the effectiveness of opioid analgesics.
In the paper
“Since methadone does not have active metabolites, patients may experience early withdrawal and may require increases in or splitting of methadone dose during the second and third trimesters.133”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Pregnancy
What the sources say
- Not checked yetcites [133] Pond S M, 1985, J Pharmacol Exp Ther source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The placenta is metabolically active and can increase clearance of methadone and buprenorphine.
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
“Extensive research shows that each of the three available medications used to treat opiate addiction have superior treatment outcomes to non medication based therapies.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Conclusion: Medication and recovery
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
“Since this will also increase methadone peak levels, it may result in sedation.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > End stage liver disease
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“this precedent does not extend to a specific medication”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Criminal justice
What the sources say
- Not checked yetcites [142] Richard J, 2006, Journal of Substance Abuse Treatment 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.
None of the sources cited for this claim have been checked yet.
In the paper
“Each can reduce recidivism and illicit opiate use.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Criminal justice
What the sources say
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Several reports comparing short-term detoxification to buprenorphine maintenance, however, show better results with longer periods of medication and high rates of relapse following discontinuation of medication.(for a review see 136)”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Adolescents
What the sources say
- Not checked yetcites [136]
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
“Increased methadone clearance may result in onset of withdrawal symptoms and can be prevented by increasing methadone dose.”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > End stage liver disease
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“the length, but not intensity, of neonatal abstinence syndrome and the neonates’ need for morphine relief was lower in women taking buprenorphine compared to methadone”
§ Maintenance Medication for Opiate Addiction: The Foundation of Recovery > Special populations > Pregnancy
What the sources say
- Not checked yetcites [134] Jones H E, 2010, N Engl J Med 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.
Buprenorphine's therapeutic effect in opiate addiction is mediated through partial agonism at the mu opioid receptor.
“The neurobiological effect of buprenorphine in the treatment of opiate addiction is presumed to be mediated through partial agonism of the mu opioid receptor.”
The paper relies on this without support.
An indirect comparison of retention between extended-release naltrexone and methadone or buprenorphine can validly indicate their relative outcome.
“indirect comparison of retention shows inferior outcome compared to methadone and buprenorphine”
The paper relies on this without support.
Findings from alcoholism treatment about naltrexone's reduction of craving can inform its use in opiate addiction.
“What may be most compelling about naltrexone comes from the literature on its use in the treatment of alcoholism where it reduces craving, a frequent predecessor to relapse.”
The paper relies on this without support.
No randomized double-blind controlled trials have compared all three medications (methadone, buprenorphine, naltrexone) for opiate addiction.
“There are no randomized double-blind controlled trials comparing all three medications.”
The paper relies on this without support.
No comparative outcome studies exist between methadone or buprenorphine and extended-release naltrexone.
“There are no comparative outcome studies between either methadone or buprenorphine and extended release naltrexone.”
The paper relies on this without support.
No formal studies of buprenorphine pharmacokinetics in end-stage liver disease exist.
“There are no formal studies of buprenorphine pharmacokinetics in end stage liver disease.”
The paper relies on this without support.
FDA labels for oral and intramuscular naltrexone recommend against their use in end-stage liver disease.
“FDA labels for both oral and intramuscular naltrexone recommended against their use in the setting of end stage liver disease.”
The paper relies on this without support.
The placenta is metabolically active and can increase clearance of methadone and buprenorphine.
“The placenta is metabolically active and can increase clearance of both methadone and buprenorphine.”
The paper relies on this without support.
Both methadone and buprenorphine are associated with improved maternal and fetal outcomes compared to abstinence-based approaches.
“Both methadone and buprenorphine are associated with improved maternal and fetal outcomes compared to abstinence based approaches.”
The paper relies on this without support.
Opiate addiction is often a disease of pediatric onset.
“Opiate addiction is often a disease of pediatric onset.”
The paper relies on this without support.
Many maintenance patients with chronic pain may require daily or intermittent opioid analgesics.
“Many of these patients may require daily or intermittent opioid analgesics.”
The paper relies on this without support.
Methadone and buprenorphine have been used for moderate to severe pain.
“Both methadone and buprenorphine have been used in the treatment of moderate to severe pain”
The paper relies on this without support.
Chronic use of methadone or buprenorphine for opiate addiction does not preclude regular use of opioid analgesics.
“their chronic use for opiate addiction does not preclude the regular use of opioid analgesics.”
The paper relies on this without support.
Naltrexone can prevent the effectiveness of opioid analgesics.
“Naltrexone can prevent the effectiveness of opioid analgesics.”
The paper relies on this without support.
No direct comparisons of these medications have been performed in a criminal justice setting.
“No direct comparisons of these medications have been performed in a criminal justice setting.”
The paper relies on this without support.
Naloxone and naltrexone are Category C.
“although each are Category C”
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 source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Evidence shows that medications for opioid use disorder (MOUD) are a tool that helps reduce opioid-related overdose mortality.2,3,4”
From Economic Evaluation of Extended-Release Buprenorphine for Persons With Opioid Use Disorder (2023) · cites this paper as [2]
Experimental — accuracy not yet measuredIn the citing paper
“Consistent with this, studies in OUD have demonstrated poor patient adherence to oral naltrexone and failed to show any therapeutic impact of this drug on craving (105, 109, 123, 124).”
From Craving in Opioid Use Disorder: From Neurobiology to Clinical Practice (2019) · cites this paper as [105]
In the citing paper
“Numerous studies have demonstrated that buprenorphine and methadone can reduce craving in OUD patients (108, 109), which may explain why relapse rates are higher in patients who undergo detoxification or receive psychosocial interventions alone (105).”
From Craving in Opioid Use Disorder: From Neurobiology to Clinical Practice (2019) · cites this paper as [105]
Citations
Cites
1 retracted
Psychosocial treatment for opiate abuse and dependence
Mayet, S., Farrell, M., Ferri, M., Amato, L., & Davoli, M. (2004) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004330.pub2 · Cited by 106
RetractedKoob, G. F., & Volkow, N. D. (2010) · Neuropsychopharmacology · doi:10.1038/npp.2009.110 · Cited by 5,340
The interaction of TIGIT with PVR and PVRL2 inhibits human NK cell cytotoxicity
Stanietsky, N., Simic, H., Arapovic, J., Toporik, A., Levy, O., Novik, A., Levine, Z., Beiman, M., Dassa, L., Achdout, H., et al. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0903474106 · Cited by 3,524
Martin, W. R., Eades, C. G., Thompson, J. A., Huppler, R. E., & Gilbert, P. E. (1976) · The Journal of Pharmacology and Experimental Therapeutics · doi:10.1016/s0022-3565(25)30536-7 · Cited by 2,992
Drug Dependence, a Chronic Medical Illness
McLellan, A. T., Lewis, D. C., O'Brien, C. P., & Kleber, H. D. (2000) · JAMA · doi:10.1001/jama.284.13.1689 · Cited by 2,622
Buprenorphine maintenance versus placebo or methadone maintenance for opioid dependence
Mattick, R. P., Breen, C. L., Kimber, J., & Davoli, M. (2014) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd002207.pub4 · Cited by 2,312
Methadone maintenance therapy versus no opioid replacement therapy for opioid dependence
Mattick, R. P., Breen, C., Kimber, J., & Davoli, M. (2009) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd002209.pub2 · Cited by 1,654
Opioids excite dopamine neurons by hyperpolarization of local interneurons
Johnson, S., & North, R. (1992) · The Journal of Neuroscience · doi:10.1523/jneurosci.12-02-00483.1992 · Cited by 1,637
Socioeconomic status and the brain: mechanistic insights from human and animal research
Hackman, D. A., Farah, M. J., & Meaney, M. J. (2010) · Nature Reviews Neuroscience · doi:10.1038/nrn2897 · Cited by 1,409
Vital signs: overdoses of prescription opioid pain relievers---United States, 1999--2008.
Paulozzi, L. J., Jones, C. M., Mack, K. A., & Rudd, R. A. (2011) · PubMed · Cited by 1,350
Flagged first, then by citations
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- Centers for Disease Control and Prevention, 2011, MMRW, 60, 1487
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Cited by
Sorted by citations
National and state treatment need and capacity for opioid agonist medication-assisted treatment
Jones, C. M., Campopiano, M., Baldwin, G., & McCance-Katz, E. (2015) · American Journal of Public Health · doi:10.2105/ajph.2015.302664 · Cited by 668
Medication-Assisted Treatment of Opioid Use Disorder
Connery, H. S. (2015) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000075 · Cited by 577
Retention in medication-assisted treatment for opiate dependence: A systematic review
Timko, C., Schultz, N. R., Cucciare, M. A., Vittorio, L. N., & Garrison‐Diehn, C. (2015) · Journal of Addictive Diseases · doi:10.1080/10550887.2016.1100960 · Cited by 487
The rising crisis of illicit fentanyl use, overdose, and potential therapeutic strategies
Han, Y., Yan, W., Zheng, Y., Khan, M. Z., Yuan, K., & Lü, L. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0625-0 · Cited by 248
Hser, Y., Evans, E., Huang, D. Y. C., Weiss, R. A., Saxon, A. J., Carroll, K. M., WOODY, G. E., Liu, D., Wakim, P., Matthews, A. G., et al. (2015) · Addiction · doi:10.1111/add.13238 · Cited by 221
Metadata
- Authors
- Bart, G.
- Affiliations
- University of Minnesota (US)
- Corresponding author
- Bart, Gavin
- ORCID
- Bart, Gavin
- Venue
- Journal of Addictive Diseases
- Publisher
- Informa UK Limited
- Published
- 2012-07
- Volume
- 31
- Issue
- 3
- Pages
- 207-225
- ISSN
- 1055-0887 (ISSN-L)
- 1545-0848
- PMC
- PMC3411273
- OpenAlex
- W2088639396
- Semantic Scholar
- ff99fbcbbfa09ac397c39aa742621c60880a669f
- Cited by
- 461
- References
- 147
- Citations by year
- 2026: 10 · 2025: 16 · 2024: 23 · 2023: 33 · 2022: 35 · 2021: 47 · 2020: 63 · 2019: 48 · 2018: 46 · 2017: 28 · 2016: 33 · 2015: 36 · 2014: 28 · 2013: 15
- FWCI
- 24.39
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Journal of Addictive Diseases (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Drug Abuse (K23DA024663)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Pain Management and Opioid Use
- Keywords
- opioid use disorder, maintenance therapy, methadone, buprenorphine, naltrexone, medication-assisted treatment, treatment retention, relapse, craving, drug selection
- MeSH terms
- Analgesics, Opioid, Buprenorphine, Humans, Long-Term Care, Methadone, Naltrexone, Narcotic Antagonists, Opioid-Related Disorders, Substance Withdrawal Syndrome, Treatment Outcome, Opiate Substitution Treatment
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.
A language model drew the claims from the paper on 2026-10-07, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-10-07 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
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.
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