{"id":"W4379207463","doi":"10.1007/s40122-023-00521-1","title":"Analgesic Use Among Adults with a Trauma-Related Emergency Department Visit: A Retrospective Cohort Study from Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Pain and Therapy","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Calgary; University of Alberta","funders":"University of Alberta; Purdue Pharma; Government of Alberta; Alberta Health Services; Purdue University","keywords":"Emergency department; Analgesic; Medicine; Retrospective cohort study; Emergency medicine; Cohort; Medical emergency; Anesthesia; Psychiatry; 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":[0.0006635079,0.000346989,0.0004443715,0.001587845,0.001671905,0.001203004,0.001101646,0.0004073647,0.001422239],"category_scores_gemma":[0.001415481,0.0004040017,0.0004557966,0.004856599,0.0006123713,0.0003779363,0.0007424852,0.00064175,0.0002167145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01123054,"about_ca_system_score_gemma":0.01533693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.978009,"about_ca_topic_score_gemma":0.9844036,"domain_scores_codex":[0.9989598,0.00005576509,0.00007813529,0.0001655206,0.0004842706,0.0002564896],"domain_scores_gemma":[0.9985321,0.00006396054,0.0003987334,0.00005383008,0.0005865273,0.0003648351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002434254,0.00001722048,0.9983715,0.00001860553,0.00002712428,0.00007805897,0.0001709554,0.00002894358,0.00005655676,0.00002239938,0.000461359,0.0007229464],"study_design_scores_gemma":[0.000005164666,0.00001731614,0.9985235,0.00003885383,0.00001938327,0.00009648391,0.0007471865,0.0001403847,0.00001764432,0.000009944118,0.0003796647,0.000004448366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909922,0.001026208,0.0001483453,0.0002797671,0.00002025563,0.00008908153,0.005539883,0.00001182513,0.001892498],"genre_scores_gemma":[0.9957556,0.0007965743,0.0002166091,0.0002210583,0.00001143174,0.00002938021,0.002445404,0.000004402786,0.0005195892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02199101,"threshold_uncertainty_score":0.08148366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00784119768123737,"score_gpt":0.233313438994831,"score_spread":0.2254722413135937,"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."}}