{"id":"W2304476607","doi":"10.1093/ejcts/ezw072","title":"Comparison of logistic EuroSCORE and EuroSCORE II in predicting operative mortality of 1125 total arterial operations","year":2016,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Ethicon Endo-Surgery","keywords":"EuroSCORE; Medicine; Bypass grafting; Logistic regression; Demographics; Surgery; Population; Internal medicine; Cardiology; Artery; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004014053,0.0002145235,0.001771509,0.0002820996,0.00006980597,0.00001988044,0.00009027231,0.00004743236,0.00002940068],"category_scores_gemma":[0.00261198,0.0001412718,0.0005915305,0.0002416925,0.0002971302,0.0001954103,0.00007525804,0.0002491454,0.000001968961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004300226,"about_ca_system_score_gemma":0.0001762355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006792492,"about_ca_topic_score_gemma":0.000002526922,"domain_scores_codex":[0.9955912,0.001848987,0.001556813,0.0002213187,0.0005324968,0.0002492405],"domain_scores_gemma":[0.9975789,0.001110644,0.000470567,0.0002662364,0.0003552794,0.0002184011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008075539,0.0001961766,0.9582484,0.0001005842,0.0002270245,0.001153728,0.0008053282,0.0002385258,0.02519096,0.00005494599,0.0001029762,0.01287383],"study_design_scores_gemma":[0.0009156122,0.0004708223,0.9895734,0.0008651381,0.0002981074,0.0009512799,0.0003868218,0.00005638539,0.00565764,0.000002203816,0.0006669345,0.0001556555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956437,0.0006320152,0.0007675638,0.0002678309,0.0005941145,0.0001624438,0.00002625742,0.00001165339,0.00189447],"genre_scores_gemma":[0.9989815,0.0001733612,0.0002362331,0.00003738348,0.0003796088,0.000001108526,0.000004306651,0.00003250491,0.0001539878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03132503,"threshold_uncertainty_score":0.5760898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08612481864109862,"score_gpt":0.3744113682684931,"score_spread":0.2882865496273945,"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."}}