{"id":"W2004485374","doi":"10.1080/10550880802122620","title":"The Impact of Benzodiazepine Use on Methadone Maintenance Treatment Outcomes","year":2008,"lang":"en","type":"article","venue":"Journal of Addictive Diseases","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health; Providence Health Care; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Benzodiazepine; Methadone; Methadone maintenance; Medicine; Opioid; Comorbidity; Opioid use disorder; Medical prescription; Psychiatry; Anesthesia; Internal medicine; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006752201,0.0002264405,0.0006577735,0.0001491984,0.0001212527,0.000009314086,0.00009498464,0.00003385094,0.00008630962],"category_scores_gemma":[0.0005503375,0.00009537719,0.001020306,0.0001653598,0.0001824076,0.0001883954,0.000009263056,0.0001015404,0.000008001079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004133405,"about_ca_system_score_gemma":0.0002850161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003736468,"about_ca_topic_score_gemma":0.000006732704,"domain_scores_codex":[0.9987541,0.00006594119,0.0004416922,0.0001144809,0.0003946227,0.0002291495],"domain_scores_gemma":[0.9976519,0.0009945836,0.0004711755,0.0002739596,0.0003775312,0.0002308711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004048439,0.001340052,0.9849215,0.000002478516,0.002502668,0.0006037435,0.0005193133,0.00007402949,0.0001164623,0.00004637087,0.003547001,0.002277925],"study_design_scores_gemma":[0.005496189,0.003877505,0.9879757,0.0001269764,0.0006099921,0.0001274556,0.0003473654,0.00001039862,0.001059944,0.00006775684,0.000221439,0.00007930638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969412,0.002067738,0.00001964535,0.0003806287,0.0001108392,0.000231275,0.0000745807,0.00001190605,0.0001621864],"genre_scores_gemma":[0.9951744,0.003431558,0.000124507,0.0000966704,0.0001079768,0.000007517433,0.000009151705,0.00001902432,0.001029201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003325562,"threshold_uncertainty_score":0.3889369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04255045918747471,"score_gpt":0.3310145552345734,"score_spread":0.2884640960470987,"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."}}