{"id":"W2316980247","doi":"10.12927/hcq.2016.24568","title":"Opioid Use and Overdose: What We’ve Learned in Ontario","year":2016,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Opioid overdose; Opioid; Best practice; Opioid abuse; Medicine; Drug overdose; Psychology; Anesthesia; Medical emergency; Psychiatry; Poison control; Political science; (+)-Naloxone; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001019152,0.0002171741,0.0003693159,0.0001521412,0.00005076707,0.00007597508,0.00005066871,0.0001464498,0.0001455798],"category_scores_gemma":[0.00001885058,0.000151913,0.00005664089,0.0001049457,0.00005011167,0.0006088699,0.00001299685,0.0002159192,0.0001147897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000629215,"about_ca_system_score_gemma":0.0006155604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08057494,"about_ca_topic_score_gemma":0.2713178,"domain_scores_codex":[0.9984418,0.00008317018,0.0003348588,0.000456316,0.0002395479,0.0004443464],"domain_scores_gemma":[0.9990047,0.0001143271,0.00006759329,0.000445048,0.00007455192,0.0002938117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000447839,0.0003030012,0.5880838,0.0002273021,0.00003991311,0.0002169,0.030746,2.999256e-8,0.0003306037,0.000556376,0.0003683252,0.3786799],"study_design_scores_gemma":[0.00495536,0.003447865,0.9671243,0.001639719,0.0000291461,0.00006629335,0.005258311,0.000003187155,0.00007812212,0.001014953,0.01616182,0.000220917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617003,0.002996074,0.00001309514,0.03418707,0.0002731755,0.000692628,0.000008141457,0.00006639014,0.00006315775],"genre_scores_gemma":[0.9941716,0.001887136,0.0003227244,0.001167467,0.00005220264,0.00006637479,0.00002106072,0.00003498187,0.002276478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3790405,"threshold_uncertainty_score":0.9255476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673160598000057,"score_gpt":0.303050518690396,"score_spread":0.2663189127103954,"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."}}