{"id":"W7133068595","doi":"","title":"New Prescription Opioid Use and Risks of Adverse Events in Ontario, Canada","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Medical prescription; Adverse effect; Observational study; Opioid; Injury prevention; Poison control; Risk assessment","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":[0.001143575,0.0002347214,0.0005040349,0.001382671,0.002587834,0.00132066,0.001164815,0.000473661,0.002494124],"category_scores_gemma":[0.00593171,0.0003897075,0.0008823591,0.004069077,0.0006555717,0.0003864333,0.0006810458,0.0006753606,0.0001028211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05412689,"about_ca_system_score_gemma":0.1022597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971661,"about_ca_topic_score_gemma":0.9984651,"domain_scores_codex":[0.9978811,0.0001767625,0.0002432374,0.0002091601,0.001106151,0.0003835383],"domain_scores_gemma":[0.9919057,0.000592701,0.00248496,0.000145361,0.003489102,0.00138212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000209462,0.00005532287,0.981948,0.0004350006,0.0002314645,0.0001323774,0.0009347067,0.0001871402,0.0001120214,0.0003147559,0.004173925,0.01126578],"study_design_scores_gemma":[0.00004538863,0.00004335869,0.9962934,0.0002278086,0.00007686696,0.00005322911,0.0005521918,0.0001880228,0.00003632829,0.00004827141,0.002420057,0.00001522881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369955,0.02262805,0.000460669,0.005758628,0.0001616961,0.0004813595,0.01819898,0.00003402785,0.01528097],"genre_scores_gemma":[0.985829,0.008525053,0.000507951,0.0006473488,0.00004834753,0.0001234746,0.002084787,0.000007628271,0.002226493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05412689,"threshold_uncertainty_score":0.3927199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0346598681949834,"score_gpt":0.3245173088219209,"score_spread":0.2898574406269375,"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."}}