{"id":"W4317352767","doi":"10.1016/j.josat.2023.208956","title":"Crystal methamphetamine use and methadone maintenance treatment dissatisfaction: A prospective cohort study in Vancouver, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Substance Use and Addiction Treatment","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia; British Columbia Centre on Substance Use","funders":"Canadian Institutes of Health Research; National Institutes of Health; Michael Smith Health Research BC; National Institute on Drug Abuse; St. Paul's Foundation","keywords":"Methadone maintenance; Methadone; Prospective cohort study; Methamphetamine; Medicine; Psychiatry; Cohort; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009301454,0.0006301528,0.0009285003,0.001992089,0.007019742,0.00354166,0.003092331,0.001556721,0.003920411],"category_scores_gemma":[0.002636254,0.00157209,0.001228265,0.005841605,0.001285217,0.0009635235,0.002089884,0.002252863,0.000734825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02323961,"about_ca_system_score_gemma":0.02773626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940771,"about_ca_topic_score_gemma":0.9971201,"domain_scores_codex":[0.9984321,0.0001554069,0.0001115041,0.0002701052,0.0003825261,0.0006483381],"domain_scores_gemma":[0.9961588,0.0001913169,0.0005721126,0.0001778219,0.001671058,0.00122882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005644562,0.00006309474,0.9968678,0.00001348807,0.00006527432,0.0001136272,0.0009773526,0.00003577444,0.00008824299,0.00005383922,0.0005513678,0.001113604],"study_design_scores_gemma":[0.00001460321,0.00002703922,0.9937907,0.00005245475,0.00004234422,0.00007600141,0.005194433,0.0001919692,0.00002940316,0.00003045063,0.0005325275,0.00001813569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951341,0.0005976041,0.00008167727,0.00032361,0.00002784859,0.00005496333,0.002261584,0.00000732599,0.001511209],"genre_scores_gemma":[0.9960514,0.0005652359,0.0001414433,0.0001713319,0.000007896847,0.00003205225,0.001036693,0.00001138181,0.001982558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02323961,"threshold_uncertainty_score":0.168616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03051211035169515,"score_gpt":0.2688735221242955,"score_spread":0.2383614117726003,"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."}}