{"id":"W2092610907","doi":"10.1016/j.athoracsur.2005.11.063","title":"What is Operative Mortality? Defining Death in a Surgical Registry Database: A Report of the STS Congenital Database Taskforce and the Joint EACTS-STS Congenital Database Committee","year":2006,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":265,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Database; Government (linguistics); Mortality rate; Surgery","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":[0.008407378,0.0004523645,0.001844397,0.0001659681,0.0002190204,0.0001145088,0.000379188,0.0001523704,0.00009379753],"category_scores_gemma":[0.002037878,0.0002351324,0.0008805112,0.0005836663,0.001489224,0.0006859929,0.0005106211,0.0006733197,0.000006505068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002763,"about_ca_system_score_gemma":0.0003942117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003112412,"about_ca_topic_score_gemma":0.0003067672,"domain_scores_codex":[0.9946753,0.001412709,0.001562644,0.0005982204,0.001170987,0.0005801361],"domain_scores_gemma":[0.9900444,0.006371913,0.0007877594,0.002264047,0.000343121,0.0001887747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01331288,0.001870682,0.888401,0.001436875,0.003435604,0.03910238,0.004212616,0.00005398512,0.002346603,0.01682099,0.02230557,0.006700826],"study_design_scores_gemma":[0.011667,0.0003913816,0.642564,0.01119238,0.006043435,0.0631192,0.02171985,0.002124262,0.1262609,0.001019408,0.1100818,0.003816349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767799,0.0108844,0.00001386437,0.008333829,0.00027771,0.0008544411,0.0006575867,0.00002709673,0.002171123],"genre_scores_gemma":[0.9944339,0.002133052,0.00006148696,0.001273502,0.0001577312,0.00005558246,0.0006581819,0.0000429504,0.001183606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.245837,"threshold_uncertainty_score":0.9588422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09718118919730981,"score_gpt":0.3825386140106853,"score_spread":0.2853574248133756,"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."}}