{"id":"W2114779659","doi":"10.1016/j.jsat.2012.03.002","title":"Predictors of methadone program non-retention for opioid analgesic dependent patients","year":2012,"lang":"en","type":"article","venue":"Journal of Substance Abuse Treatment","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cape Breton University; McGill University; Cape Breton Regional Hospital","funders":"","keywords":"Methadone; Methadone maintenance; Medicine; Addiction; Multivariate analysis; Proportional hazards model; Turnover; Psychiatry; Multivariate statistics; Opioid; Opiate Substitution Treatment; Internal medicine; Buprenorphine","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":[0.0005479162,0.0001833746,0.0003026226,0.0005583916,0.001045763,0.0009700592,0.0005078698,0.0006410907,0.005033142],"category_scores_gemma":[0.004137389,0.0002154784,0.000627604,0.0006899306,0.000265001,0.0007667172,0.0005308153,0.001521368,0.0002586944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005837991,"about_ca_system_score_gemma":0.001701336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015185,"about_ca_topic_score_gemma":0.02158372,"domain_scores_codex":[0.9995261,0.00009401899,0.00006175249,0.00003765822,0.00009817444,0.0001823176],"domain_scores_gemma":[0.9965751,0.001045515,0.001201218,0.0000808163,0.0002738844,0.0008236022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001790712,0.0001691019,0.9978458,0.000008453269,0.0000207828,0.00007060523,0.00004930544,0.00002458966,0.00010503,0.00001427774,0.0001160849,0.001396988],"study_design_scores_gemma":[0.00001208236,0.0002256004,0.9984415,0.00001797037,0.00003019395,0.0002456589,0.0005320954,0.0002677176,0.00006471646,0.00002532316,0.0001321583,0.000004949145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987907,0.0001988474,0.00003605823,0.000195379,0.0000124264,0.00001407103,0.0001829577,0.000003675675,0.0005660789],"genre_scores_gemma":[0.9993513,0.00009701899,0.00004644366,0.00007007,0.00001851264,0.000006752072,0.0001737088,0.000002133075,0.0002341302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01015185,"threshold_uncertainty_score":0.02018547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242419142776918,"score_gpt":0.2935926872567424,"score_spread":0.2711684958289732,"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."}}