{"id":"W3164166354","doi":"10.1016/j.drugalcdep.2021.108799","title":"Characterizing opioid agonist treatment discontinuation trends in British Columbia, Canada, 2012–2018","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"AIDS Vancouver; Ministry of Health; Vancouver Coastal Health; Simon Fraser University","funders":"Health Canada","keywords":"Discontinuation; Buprenorphine; Medicine; (+)-Naloxone; Methadone; Opioid use disorder; Emergency medicine; Population; Demography; Anesthesia; Opioid; Internal medicine; Environmental health","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":[0.0008225823,0.000375978,0.0005498842,0.004052509,0.002662534,0.002088844,0.001978715,0.0008479248,0.003182406],"category_scores_gemma":[0.004678504,0.0004004246,0.0009477766,0.009780892,0.000571763,0.0006895836,0.0009885936,0.001611001,0.0005641328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03657353,"about_ca_system_score_gemma":0.07001362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968748,"about_ca_topic_score_gemma":0.9986676,"domain_scores_codex":[0.9986046,0.00006327251,0.0001817788,0.0001869514,0.0004780432,0.0004853805],"domain_scores_gemma":[0.992864,0.0003097244,0.001269171,0.0001273385,0.004458098,0.0009716893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002666178,0.00006204956,0.9488084,0.0002508948,0.0001987728,0.000129027,0.0008568985,0.0005903328,0.0001913247,0.0002818428,0.02260754,0.02575623],"study_design_scores_gemma":[0.00001106319,0.00002099769,0.9874669,0.0001975109,0.00007131827,0.0001154016,0.001863927,0.0006111378,0.0001313546,0.00003743236,0.009452056,0.00002088852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8417989,0.009251432,0.0004952279,0.004092155,0.0001363201,0.0001595084,0.1319906,0.0001464938,0.01192941],"genre_scores_gemma":[0.9478551,0.006100221,0.0007122911,0.001209057,0.00006072018,0.0001193818,0.03435231,0.00005833848,0.009532691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03657353,"threshold_uncertainty_score":0.2653608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437137217798789,"score_gpt":0.2539286571743361,"score_spread":0.2395572849963482,"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."}}