{"id":"W2016870089","doi":"10.1097/ta.0b013e31828c4787","title":"Trauma center performance indicators for nonfatal outcomes","year":2013,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; CINAHL; MEDLINE; Intensive care unit; Emergency medicine; Adverse effect; Trauma center; Intensive care medicine; Retrospective cohort study; Psychological intervention; Nursing; Internal medicine","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":[0.0002321129,0.0001851636,0.0003780253,0.000160562,0.000358514,0.00002950865,0.00008450336,0.00008998031,0.0001966601],"category_scores_gemma":[0.0002279432,0.0001074613,0.0002376677,0.0001311808,0.0002699041,0.0002498226,0.00002242652,0.0003191194,0.000008960254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005006326,"about_ca_system_score_gemma":0.00003516195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006502075,"about_ca_topic_score_gemma":0.00002460654,"domain_scores_codex":[0.9988127,0.00004602121,0.0004714471,0.0001165091,0.0002648004,0.0002885353],"domain_scores_gemma":[0.998763,0.0001813023,0.00008567327,0.0001402285,0.0006419068,0.0001878761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005038244,0.0002887181,0.8205094,0.0008764037,0.0003092904,0.000003309819,0.004793236,0.000001308725,0.0001634286,0.0003881691,0.01475867,0.1574042],"study_design_scores_gemma":[0.001244525,0.002303055,0.9818523,0.0001221024,0.0004562353,0.0002563169,0.003019711,0.000006809901,0.001095139,0.0002043321,0.009282858,0.0001566195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993374,0.001132972,0.000197876,0.002077094,0.0009387873,0.0002933634,0.00002600984,0.00002237913,0.001937482],"genre_scores_gemma":[0.9984408,0.0005417942,0.0001040858,0.0003388787,0.0004716573,0.00001658237,0.000003704062,0.00001973937,0.00006274708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1613429,"threshold_uncertainty_score":0.4382144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745759271543282,"score_gpt":0.3185101546232856,"score_spread":0.3010525619078527,"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."}}