{"id":"W2318089275","doi":"10.1097/sla.0000000000001614","title":"Mortality in Canadian Trauma Systems","year":2016,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Medicine; Trauma center; Injury Severity Score; Traumatic brain injury; Emergency medicine; Retrospective cohort study; Injury prevention; Poison control; Odds ratio; Logistic regression; Mortality rate; Major trauma; Cohort; Occupational safety and health; Medical emergency; Surgery; Internal medicine; Psychiatry; Pathology","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":[0.001045619,0.0005908532,0.0003469321,0.003672921,0.002593692,0.001092529,0.00176749,0.0004300305,0.003478824],"category_scores_gemma":[0.006149858,0.0003054115,0.0008984314,0.00779185,0.0004752324,0.0004994874,0.001434976,0.0007005345,0.0002666309],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05368257,"about_ca_system_score_gemma":0.04558856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948001,"about_ca_topic_score_gemma":0.994639,"domain_scores_codex":[0.9978333,0.0001149215,0.0001391026,0.0003038656,0.0009385596,0.0006702979],"domain_scores_gemma":[0.9963722,0.0001049105,0.0006196047,0.00008608461,0.002334023,0.0004832399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006475067,0.00001615382,0.9667386,0.0001772231,0.0001369624,0.00008620238,0.0005055627,0.0009959517,0.0001035885,0.0006644517,0.0147506,0.01576002],"study_design_scores_gemma":[0.000005611956,0.00001141573,0.9959203,0.00007552963,0.00002741062,0.00007009425,0.0004317929,0.0005076653,0.00004503526,0.00006927869,0.002819626,0.00001624473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8538842,0.006368693,0.001462405,0.005572521,0.0002124846,0.0002417377,0.1103604,0.0002483614,0.02164935],"genre_scores_gemma":[0.9770283,0.001738778,0.000878369,0.000341137,0.00003623554,0.00007868826,0.01860082,0.00001522988,0.001282432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9463174,"threshold_uncertainty_score":0.3894961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3592189654368662,"score_gpt":0.3837386866817584,"score_spread":0.02451972124489221,"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."}}