{"id":"W4289262422","doi":"10.1097/adm.0000000000001032","title":"Methadone Dose, Cannabis Use, and Treatment Retention: Findings From a Community-based Sample of People Who Use Unregulated Drugs","year":2022,"lang":"en","type":"article","venue":"Journal of Addiction Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; British Columbia Centre on Substance Use; Simon Fraser University; University of British Columbia; Government of British Columbia; Canadian Institutes of Health Research","funders":"Canadian Institutes of Health Research; National Institutes of Health; Michael Smith Health Research BC; Pierre Elliott Trudeau Foundation; Australian Government; National Institute on Drug Abuse; St. Paul's Foundation","keywords":"Medicine; Cannabis; Methadone; Psychiatry; Sample (material); Substance use; Methadone maintenance","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":[0.001127272,0.0002452177,0.0003989241,0.0006901132,0.001010945,0.0007679343,0.0008257492,0.0005963739,0.001858072],"category_scores_gemma":[0.003723091,0.000358426,0.0007527816,0.001123263,0.0003878424,0.0004346376,0.0009209935,0.0006830856,0.0002284714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000941455,"about_ca_system_score_gemma":0.001146474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1757417,"about_ca_topic_score_gemma":0.2434643,"domain_scores_codex":[0.9992483,0.0001435425,0.00008086002,0.0001539651,0.0002365293,0.0001366691],"domain_scores_gemma":[0.9983158,0.0002397755,0.0006754313,0.0001472126,0.0003438073,0.0002780169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000103445,0.00006878893,0.9980271,0.00001752244,0.00008596075,0.0000223127,0.0004194366,0.00001302126,0.00008712694,0.000005468306,0.00005728793,0.001092477],"study_design_scores_gemma":[0.000007537298,0.00005678856,0.9992907,0.000009964075,0.00002948623,0.00003960569,0.0004118629,0.00005805415,0.00001362932,0.000005165692,0.00007490566,0.000002339587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994211,0.0001336662,0.00003338662,0.00002848338,0.000002332135,0.00001538819,0.0002244832,0.000001214346,0.000139984],"genre_scores_gemma":[0.999483,0.00006939694,0.0000470672,0.00002818227,0.000003966933,0.00001161839,0.0002181947,0.000001390658,0.0001372623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1757417,"threshold_uncertainty_score":0.3494376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05245498499727119,"score_gpt":0.2875650992046497,"score_spread":0.2351101142073785,"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."}}