{"id":"W2508912864","doi":"10.1097/adt.0000000000000091","title":"Alcohol Use Among Persons on Methadone Treatment","year":2016,"lang":"en","type":"article","venue":"Addictive Disorders & Their Treatment","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"National Institute on Drug Abuse; Irish Research Council; European Commission; National Institutes of Health; Michael Smith Health Research BC","keywords":"Methadone; Medicine; Psychiatry; Methadone maintenance","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000742143,0.001080013,0.0009904387,0.0003701207,0.0003030566,0.00004849318,0.0001480895,0.0002164176,0.0006651613],"category_scores_gemma":[0.00006806578,0.0005605806,0.0008569313,0.0003263541,0.000345722,0.0002967741,0.00004651068,0.0001103779,0.0006009252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002677272,"about_ca_system_score_gemma":0.0002410992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858958,"about_ca_topic_score_gemma":0.0006191455,"domain_scores_codex":[0.9967064,0.000200897,0.0004480353,0.001241754,0.0004587389,0.0009441641],"domain_scores_gemma":[0.9971921,0.0006371445,0.0001933845,0.001357382,0.0001022569,0.0005177205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003182155,0.01913094,0.5846922,0.00002044101,0.009415439,0.0002243997,0.01067437,0.00001659191,0.002202169,0.0008978998,0.001098726,0.3684447],"study_design_scores_gemma":[0.03720884,0.02568752,0.8488652,0.0005645476,0.002694503,0.00003570573,0.004698513,0.00006266612,0.02584006,0.0006142849,0.05251944,0.001208748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828663,0.0008873853,0.0001871151,0.004219309,0.0002372363,0.003243988,0.0009683648,0.0004282835,0.006961965],"genre_scores_gemma":[0.9837385,0.003028916,0.0003410936,0.0003246632,0.0001043056,0.00191012,0.0002992602,0.0001705556,0.01008255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3672359,"threshold_uncertainty_score":0.9996846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026484862084038,"score_gpt":0.2799827417245861,"score_spread":0.2497178931037458,"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."}}