{"id":"W1985428966","doi":"10.1097/sla.0b013e3181d97589","title":"A New Method for Evaluating Trauma Centre Outcome Performance","year":2010,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université Laval; Hôpital de l'Enfant-Jésus; Hôpital Charles-Le Moyne; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Trauma center; Logistic regression; Major trauma; Injury Severity Score; Emergency medicine; Population; Confidence interval; Demography; Poison control; Retrospective cohort study; Injury prevention; Medical emergency; Surgery; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012908,0.0001187424,0.0004502036,0.0001009686,0.0000624998,0.000003565984,0.00004668152,0.00006458598,0.0002792004],"category_scores_gemma":[0.0007554046,0.0000966161,0.0003332636,0.0001333341,0.0000234888,0.00006556168,0.00001586497,0.0001284269,0.00001037907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002700799,"about_ca_system_score_gemma":0.00008968182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008639828,"about_ca_topic_score_gemma":0.00002764719,"domain_scores_codex":[0.9988805,0.00001819623,0.000428015,0.0001692221,0.0002206675,0.0002833729],"domain_scores_gemma":[0.9988064,0.0004451002,0.0001151584,0.0002003262,0.0003198605,0.0001131796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001870808,0.00004944595,0.2685397,0.0003580353,0.000122676,0.000001880176,0.0004837201,0.000001804324,0.005694902,0.0001059806,0.03624469,0.6882101],"study_design_scores_gemma":[0.0007761511,0.0002009758,0.8975585,0.0002088699,0.0001837075,0.00001895839,0.0004292515,0.0005927265,0.06018574,0.0004490619,0.03910488,0.000291149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900249,0.0004096025,0.0004441398,0.004420294,0.0009226989,0.0002043832,0.00001174954,0.00003865876,0.003523573],"genre_scores_gemma":[0.9772231,0.0001069366,0.0201957,0.0005121995,0.0003489384,0.00001125591,0.00001122761,0.00001964365,0.001571013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.687919,"threshold_uncertainty_score":0.393989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4584559974654474,"score_gpt":0.4922194491233846,"score_spread":0.03376345165793726,"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."}}