{"id":"W4402590692","doi":"10.1186/s12889-024-20016-8","title":"A mixed methods study on poisoning and injury-related emergency department visits associated with opioids in Canada, 2011 to 2022: from the Canadian hospitals injury reporting and prevention program","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Emergency department; Biostatistics; Injury prevention; Medical emergency; Public health; Occupational safety and health; Emergency medicine; Poison control; Suicide prevention; Epidemiology; Human factors and ergonomics; Family medicine; Psychiatry; Nursing; Internal medicine","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":[0.00543707,0.0007348071,0.001072246,0.004999245,0.007557187,0.002123809,0.00185228,0.0008805954,0.002729644],"category_scores_gemma":[0.008341283,0.000918881,0.001158677,0.009154653,0.001387523,0.001027959,0.002438014,0.001141592,0.0002811347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04328787,"about_ca_system_score_gemma":0.06537063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9524233,"about_ca_topic_score_gemma":0.9729848,"domain_scores_codex":[0.9955447,0.0008326483,0.0005314107,0.0005598622,0.001564284,0.0009670904],"domain_scores_gemma":[0.9936669,0.001126944,0.001343734,0.0001751912,0.003108762,0.0005784899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004176825,0.001155326,0.8197486,0.002456116,0.0002173185,0.001108898,0.1407743,0.0002304015,0.0007289398,0.000643888,0.005616179,0.02690244],"study_design_scores_gemma":[0.00009163762,0.0006597468,0.80488,0.0009865153,0.0001338426,0.0002236549,0.1839519,0.0005501813,0.0003697592,0.0001408376,0.007915259,0.00009679951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793122,0.001426189,0.0008797382,0.0006462467,0.00003511567,0.006166177,0.008823884,0.0000171893,0.002693232],"genre_scores_gemma":[0.9711582,0.00221815,0.004786361,0.002009237,0.00006040578,0.01213533,0.004873192,0.00002141709,0.00273764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04757673,"threshold_uncertainty_score":0.314077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04015153736719593,"score_gpt":0.3851378793071117,"score_spread":0.3449863419399158,"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."}}