{"id":"W1952531728","doi":"10.1111/j.1360-0443.2008.02152.x","title":"[Commentary] DRUG TREATMENT—NOT AS USELESS AS IT SEEMS","year":2008,"lang":"en","type":"letter","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Acamprosate; Naltrexone; Pharmacotherapy; Placebo; Psychotherapist; Addiction; Psychosocial; Psychiatry; Psychology; Medicine; Relapse prevention; Drug; Psychological intervention; Clinical psychology; Alternative medicine; Internal medicine; Opioid","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003166604,0.001789139,0.002148834,0.001404872,0.004017148,0.00370589,0.005919758,0.04288126,0.03786023],"category_scores_gemma":[0.02802937,0.0009875147,0.002278155,0.001686729,0.00358041,0.005071905,0.001312511,0.04358745,0.02507043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005590267,"about_ca_system_score_gemma":0.007788842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02725305,"about_ca_topic_score_gemma":0.04011293,"domain_scores_codex":[0.9962192,0.0009895109,0.0003262134,0.0004584609,0.001688148,0.0003184348],"domain_scores_gemma":[0.9838622,0.007687218,0.0008795827,0.0004687409,0.005571298,0.001530977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003145532,0.000008600824,0.00002847364,0.000166095,0.00001190161,0.00007880155,0.00001669125,0.00001294726,0.00003082401,0.0005412221,0.9953123,0.003760584],"study_design_scores_gemma":[0.0001461812,0.00005245516,0.0004751747,0.00106127,0.00005007603,0.0002524768,0.0001040124,0.00009802213,0.00009548536,0.002222649,0.9954005,0.00004173329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001332036,0.003984186,0.0001182067,0.7645296,0.2215524,0.00008879122,0.0005514353,0.0001180138,0.008924218],"genre_scores_gemma":[0.0008831305,0.002176432,0.0001778466,0.890027,0.0986013,0.0001093506,0.000114254,0.00003694831,0.00787372],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04288126,"threshold_uncertainty_score":0.126655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642415412930747,"score_gpt":0.2779556929301665,"score_spread":0.251531538800859,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}