{"id":"W3183807071","doi":"10.1097/j.pain.0000000000002420","title":"Impact of changes in opioid funding and clinical policies on rapid tapering of opioids in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Pain","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Sunnybrook Hospital; McMaster University; Women's College Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Tapering; Opioid; Medicine; Anesthesia; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002526935,0.0002658432,0.0003852891,0.0009382868,0.002195674,0.001545242,0.001439268,0.0005638239,0.001800049],"category_scores_gemma":[0.01025886,0.0004097844,0.0009498282,0.002161825,0.0009990733,0.0005687325,0.001167101,0.001002509,0.0001057121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06016134,"about_ca_system_score_gemma":0.07900234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954669,"about_ca_topic_score_gemma":0.9973202,"domain_scores_codex":[0.9954402,0.0007285181,0.0002734573,0.0004190484,0.001516271,0.001622391],"domain_scores_gemma":[0.9861379,0.001375277,0.0051453,0.0003799712,0.004739991,0.002221496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000978046,0.00003881374,0.9931129,0.00006439949,0.00008923138,0.00008307712,0.0006382453,0.0003412655,0.0001275435,0.0001898997,0.001325082,0.003891799],"study_design_scores_gemma":[0.000009632293,0.00002795224,0.997534,0.00005842829,0.00003371723,0.00002773599,0.0007850938,0.0004851902,0.00005362695,0.00002337891,0.0009507901,0.00001029064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873723,0.001288161,0.0002934384,0.003165048,0.00003494986,0.00009056505,0.00488625,0.00001948152,0.00284987],"genre_scores_gemma":[0.9975667,0.0004819426,0.0002032787,0.0003974624,0.00001505442,0.00002553009,0.0007094117,0.000004864879,0.0005957046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06016134,"threshold_uncertainty_score":0.4365032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304703827725884,"score_gpt":0.3269206139612932,"score_spread":0.2938735756840344,"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."}}