{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001758594,0.0003672871,0.000712789,0.001128765,0.004672211,0.003107133,0.001045739,0.001683492,0.005745159],"category_scores_gemma":[0.005117598,0.0005015554,0.0006551981,0.003595963,0.003150025,0.002637753,0.00264185,0.002833159,0.0004483442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05338609,"about_ca_system_score_gemma":0.1443563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851372,"about_ca_topic_score_gemma":0.9939162,"domain_scores_codex":[0.9982522,0.0001994659,0.0001618075,0.0001200425,0.0007292611,0.0005372242],"domain_scores_gemma":[0.9924045,0.0006831257,0.0006462396,0.0001626358,0.003172048,0.002931323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003001826,0.0004751357,0.2992996,0.005379256,0.0001855808,0.003149217,0.04688502,0.000367631,0.0007892691,0.005020619,0.1791945,0.4589539],"study_design_scores_gemma":[0.00008088334,0.0002202896,0.5611193,0.006580935,0.0001624052,0.0009891061,0.05453476,0.0002595403,0.0001946562,0.002153503,0.3735645,0.0001402375],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1742629,0.2585433,0.0004897727,0.5266242,0.003262438,0.0001658085,0.002585004,0.00006682156,0.03399984],"genre_scores_gemma":[0.4894973,0.4363534,0.002057319,0.05277903,0.001912175,0.0001448473,0.00137583,0.00007447702,0.01580552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05338609,"threshold_uncertainty_score":0.387345,"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."}}