{"id":"W2805509675","doi":"10.1016/j.drugalcdep.2018.04.024","title":"Crude estimates of prescription opioid-related misuse and use disorder populations towards informing intervention system need in Canada","year":2018,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Psychological intervention; Confidence interval; Population; Intervention (counseling); Medical prescription; Medicine; Addiction; Demography; Psychiatry; Psychology; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000994934,0.0001305034,0.0002218577,0.0001199568,0.00006232958,0.00002534573,0.0000419732,0.000044873,0.00001078585],"category_scores_gemma":[0.00007943307,0.0001149369,0.00002675905,0.0001534643,0.00005196671,0.0002782022,0.00004779755,0.00008376366,0.000001264324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670435,"about_ca_system_score_gemma":0.0001643786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8255318,"about_ca_topic_score_gemma":0.5844144,"domain_scores_codex":[0.9990692,0.00002473889,0.0003629167,0.0001931612,0.0001900245,0.0001599894],"domain_scores_gemma":[0.9995373,0.00003032738,0.0001103971,0.0001552459,0.00008742172,0.00007934433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005451549,0.00007177673,0.9886639,0.000391136,0.0000386243,0.00001535912,0.001790258,0.00002355221,0.0003669195,0.0002393819,0.00003094979,0.008313614],"study_design_scores_gemma":[0.001826767,0.0000785654,0.9776024,0.001047811,0.0001032891,0.00003503041,0.004034088,0.01374414,0.00131736,0.00006821017,0.00003448915,0.0001078619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981857,0.0008644399,0.0001220735,0.0001075792,0.0001436093,0.0004182376,0.00002171491,0.00002677955,0.0001098946],"genre_scores_gemma":[0.9989915,0.00007713922,0.0007064692,0.00001746856,0.000009615863,0.00002324131,0.00005400976,0.00001110701,0.0001094623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2411173,"threshold_uncertainty_score":0.4686991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996905010306697,"score_gpt":0.2817427201031517,"score_spread":0.2617736700000847,"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."}}