{"id":"W1964048028","doi":"10.1097/sla.0b013e3181df03d6","title":"Development and Validation of the Mortality Risk for Trauma Comorbidity Index","year":2010,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute of Nursing Research; National Center for Research Resources; U.S. Public Health Service","keywords":"Medicine; Comorbidity; Mortality rate; Odds ratio; Multivariate analysis; Population; Risk of mortality; Univariate; Cohort study; Odds; Internal medicine; Emergency medicine; Multivariate statistics; Statistics; Logistic regression; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01072486,0.0006852536,0.0007631236,0.003266743,0.000551019,0.001050886,0.001076856,0.0004918159,0.001239307],"category_scores_gemma":[0.02905234,0.0002809699,0.001328103,0.001830084,0.0002719523,0.0006657578,0.001649988,0.0009709954,0.0005059468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110777,"about_ca_system_score_gemma":0.003067455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00538739,"about_ca_topic_score_gemma":0.005109498,"domain_scores_codex":[0.9933401,0.002525696,0.001256857,0.0004407312,0.002184358,0.000252246],"domain_scores_gemma":[0.985249,0.002776511,0.002719857,0.0008210559,0.007782785,0.0006508182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004510069,0.0003590296,0.9055703,0.0001474891,0.0003041998,0.00005583334,0.0001353576,0.002390338,0.00107469,0.0004926789,0.002758729,0.0862604],"study_design_scores_gemma":[0.0001402387,0.0007335991,0.9725114,0.0001999533,0.0001589863,0.0002109942,0.0001414515,0.01982835,0.001273039,0.0004234884,0.004335722,0.0000427058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8829587,0.00208224,0.0829428,0.001015501,0.0004275162,0.008607611,0.01172307,0.0006140756,0.009628518],"genre_scores_gemma":[0.8648106,0.0006802838,0.1139415,0.0002916454,0.0001576577,0.004710315,0.01405657,0.00009450486,0.001257038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072486,"threshold_uncertainty_score":0.05671912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3064159339033484,"score_gpt":0.3856685737152169,"score_spread":0.07925263981186853,"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."}}