{"id":"W2958105690","doi":"10.1097/jfn.0000000000000246","title":"Sociodemographic Profiles and Clinical Outcomes for Clients on Methadone Maintenance Treatment in a Western Canadian Clinic: Implications for Practice","year":2019,"lang":"en","type":"article","venue":"Journal of Forensic Nursing","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; University of Saskatchewan","funders":"","keywords":"Psychological intervention; Methadone maintenance; Medicine; Descriptive statistics; Attrition; Methadone; Health care; Poverty; Medical record; Family medicine; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006070681,0.0001629993,0.0006514141,0.0002958599,0.00006773764,0.00001792239,0.00005534132,0.0001102066,0.000003001325],"category_scores_gemma":[0.000436918,0.0001096728,0.0003697778,0.0001135939,0.0000867694,0.0001611148,0.000002476228,0.0001530315,0.000002997872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473884,"about_ca_system_score_gemma":0.0003078192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001765516,"about_ca_topic_score_gemma":0.002388774,"domain_scores_codex":[0.9986318,0.00004704969,0.0006863232,0.0002052639,0.0001170764,0.0003124709],"domain_scores_gemma":[0.9972364,0.001660362,0.0004535714,0.0001852636,0.000248587,0.0002158185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001207049,0.0004162039,0.9494415,0.00001205616,0.00030603,0.000009360706,0.0006715205,0.000001029112,0.000007663102,0.0002684051,0.0005618201,0.04709738],"study_design_scores_gemma":[0.01370328,0.003487006,0.9756486,0.0007370615,0.000745541,0.0001120861,0.001775232,0.00002851564,0.00003948885,0.001406089,0.002197168,0.0001199197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748698,0.0003117244,0.0001591163,0.02235794,0.0006117817,0.001485001,0.00001326756,0.0000069984,0.0001843105],"genre_scores_gemma":[0.9840026,0.0003583499,0.01318559,0.00161144,0.0001446438,0.00003480836,0.00001234117,0.00002706139,0.0006231234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04697746,"threshold_uncertainty_score":0.4472325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06420411792192098,"score_gpt":0.4144361420609527,"score_spread":0.3502320241390317,"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."}}