{"id":"W4366232081","doi":"10.5281/zenodo.7840726","title":"Crystal methamphetamine use and methadone maintenance treatment dissatisfaction: A prospective cohort study in Vancouver, Canada","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; Michael Smith Health Research BC; St. Paul's Foundation","keywords":"Methadone maintenance; Prospective cohort study; Methadone; Medicine; Methamphetamine; Cohort; Psychiatry; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000663513,0.0003541557,0.0005949192,0.001294474,0.00325865,0.002307301,0.001804933,0.0009172894,0.004244839],"category_scores_gemma":[0.00181687,0.0008092456,0.0006187488,0.003897315,0.0008113945,0.0005553807,0.001102364,0.001230787,0.0006866716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01194079,"about_ca_system_score_gemma":0.01265806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866371,"about_ca_topic_score_gemma":0.9928086,"domain_scores_codex":[0.9990715,0.00007836971,0.00006303503,0.0001730193,0.0003018022,0.0003122832],"domain_scores_gemma":[0.9981796,0.0001045668,0.0002958961,0.0001053791,0.0007250831,0.0005894222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006012153,0.00004212417,0.9964742,0.00001657919,0.00005405864,0.00009621678,0.000665605,0.0000275399,0.0001105488,0.00005201378,0.000811205,0.001589826],"study_design_scores_gemma":[0.000009812732,0.00001962003,0.9969853,0.00003686362,0.00002750996,0.00006579245,0.002162737,0.0001362878,0.00002503313,0.00002078861,0.0005001709,0.00001021783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930347,0.0008503677,0.00007622483,0.0003707637,0.00002493299,0.00005480173,0.003191693,0.000006991813,0.00238948],"genre_scores_gemma":[0.9961213,0.0007146565,0.00007954079,0.0001239385,0.00000593777,0.00001838517,0.001226522,0.000008053609,0.001701537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336288,"threshold_uncertainty_score":0.0866369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02757749612954141,"score_gpt":0.2621471755274881,"score_spread":0.2345696793979467,"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."}}