{"id":"W2975172879","doi":"10.12927/hcq.2019.25912","title":"Types of Opioid Harms in Canadian Hospitals: Comparing Canada and Australia","year":2019,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Harm; Opioid; Medicine; Emergency medicine; Family medicine; Medical emergency; Psychology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009915673,0.0003486643,0.000491716,0.005197964,0.003165574,0.001889323,0.001200053,0.000672958,0.001935868],"category_scores_gemma":[0.00604572,0.0004427782,0.0007982898,0.008715845,0.001063453,0.0007521137,0.002013043,0.0008946178,0.0001624408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0463122,"about_ca_system_score_gemma":0.04123497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99367,"about_ca_topic_score_gemma":0.9970362,"domain_scores_codex":[0.9975044,0.0001489237,0.0002306036,0.000200593,0.001169049,0.0007464811],"domain_scores_gemma":[0.992975,0.0004033428,0.001792815,0.00009555594,0.003193812,0.001539426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001425043,0.0000400387,0.9829737,0.0001325249,0.00008350283,0.0002022705,0.002534383,0.0001902604,0.0001975782,0.0003000021,0.001447227,0.01175596],"study_design_scores_gemma":[0.000004273749,0.0000235682,0.995297,0.00004080671,0.00001722383,0.0001145868,0.003242317,0.0001651007,0.00003477714,0.00002417061,0.001021881,0.00001427661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874316,0.001935305,0.0001327099,0.0009295294,0.00002653022,0.0000743464,0.002937114,0.00001761381,0.006515339],"genre_scores_gemma":[0.9958305,0.001629579,0.0002269632,0.0002434565,0.00001273882,0.00001899579,0.001272925,0.000008739674,0.0007561016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0463122,"threshold_uncertainty_score":0.3360201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725516940822864,"score_gpt":0.2908536234782116,"score_spread":0.273598454069983,"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."}}