{"id":"W2996069164","doi":"10.1016/j.drugalcdep.2019.107798","title":"Determinants of selection into buprenorphine/naloxone among people initiating opioid agonist treatment in British Columbia","year":2019,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; St. Paul's Hospital","funders":"Health Canada","keywords":"Buprenorphine; (+)-Naloxone; Medicine; Odds; Methadone; Opioid use disorder; Odds ratio; Medical prescription; Opioid; Demography; Logistic regression; Emergency medicine; Anesthesia; Psychiatry; Internal medicine; Pharmacology","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":[0.0004107571,0.00018556,0.0003876182,0.001058576,0.002407536,0.001335515,0.001148119,0.0007881228,0.004294157],"category_scores_gemma":[0.002088341,0.0004093167,0.0004994049,0.002259961,0.0007244926,0.0003415193,0.001004907,0.001501392,0.0003409349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00648516,"about_ca_system_score_gemma":0.008602081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9378064,"about_ca_topic_score_gemma":0.9658757,"domain_scores_codex":[0.9990689,0.0001501297,0.00007267408,0.0001102438,0.0001453221,0.0004528433],"domain_scores_gemma":[0.9972546,0.0003790522,0.0005351178,0.0000789703,0.0006211466,0.001131192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006852316,0.00006600456,0.9969873,0.000008405098,0.00002378856,0.0001196717,0.0005660012,0.00004564997,0.0001536002,0.0000555144,0.0003718201,0.00153385],"study_design_scores_gemma":[0.000006819603,0.00002505422,0.9961193,0.00002969366,0.00001824328,0.00008022199,0.003024266,0.0002582332,0.00004750118,0.00002801535,0.0003542113,0.000008496414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977042,0.0001854626,0.00003343688,0.0002881028,0.000008007603,0.00001245714,0.0003468386,0.000002969821,0.001418633],"genre_scores_gemma":[0.9986604,0.0001316557,0.00003331969,0.0001403344,0.000003635504,0.000006266594,0.0001347236,0.000004128848,0.0008853298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06219357,"threshold_uncertainty_score":0.1251196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008970003518385892,"score_gpt":0.2580349974031778,"score_spread":0.2490649938847919,"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."}}