{"id":"W2981092079","doi":"10.12927/hcpol.2019.25941","title":"Review of Coroner Inquest Recommendations into Opioid Prescribing Practices in Ontario: Ongoing Health Policy Gaps","year":2019,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Coroner; Inquest; Medical prescription; Medicine; Opioid; Shetland; Family medicine; Nursing; Medical emergency; Political science; Poison control; Suicide prevention; Geography; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006715503,0.0002782783,0.0008677217,0.0006645732,0.00009438652,0.00001586455,0.0001573495,0.0001155883,0.0002401131],"category_scores_gemma":[0.0008780232,0.0002641613,0.0001164758,0.0008516223,0.00004134386,0.0002565222,0.0001115935,0.0005664872,0.0001083388],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003481115,"about_ca_system_score_gemma":0.01010552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9291734,"about_ca_topic_score_gemma":0.5340135,"domain_scores_codex":[0.9971253,0.0003485594,0.00107741,0.0004835529,0.0003316892,0.0006335116],"domain_scores_gemma":[0.9974206,0.0001632802,0.001009935,0.0008081769,0.0002273205,0.0003706928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002476852,0.001864543,0.6929953,0.09994609,0.0001821125,0.00001619256,0.05345039,0.00000523669,0.0001373451,0.02001099,0.007338187,0.123806],"study_design_scores_gemma":[0.004902716,0.002903383,0.468298,0.09912938,0.000105688,0.0001455037,0.004393623,0.00004964817,0.0001607487,0.001268052,0.4179647,0.0006784816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2265177,0.1002286,0.000008137557,0.6607994,0.0004022217,0.005141854,0.0000490483,0.0001315748,0.006721328],"genre_scores_gemma":[0.7718967,0.1579733,0.004882222,0.0626086,0.0003791188,0.0002826292,0.0007303032,0.0001028752,0.001144286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5981908,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06667606648252855,"score_gpt":0.4300522574363047,"score_spread":0.3633761909537761,"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."}}