{"id":"W2595134008","doi":"10.1056/jw201110200000004","title":"Mortality in Patients with Cardiovascular Disease Undergoing Noncardiac Surgery","year":2011,"lang":"en","type":"article","venue":"Journal watch","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Coronary artery disease; Disease; Cardiology; Internal medicine; Heart failure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009227791,0.0001588362,0.0008629705,0.00009305616,0.00006757384,0.00002302349,0.00005335137,0.0000585262,0.00007996819],"category_scores_gemma":[0.0002008622,0.0001047962,0.001170259,0.0001987219,0.00004198238,0.0001462788,0.00001754363,0.000292395,0.0000202907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329501,"about_ca_system_score_gemma":0.0002049152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007044336,"about_ca_topic_score_gemma":0.000005758845,"domain_scores_codex":[0.9982085,0.0001688147,0.0003409972,0.0001945163,0.0007746049,0.0003125389],"domain_scores_gemma":[0.9988037,0.0001977527,0.00007340316,0.0003683497,0.0001158629,0.0004409127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004747912,0.0001832333,0.9950165,0.00004271606,0.0007499665,0.002042518,0.0001466407,0.0000206609,2.62478e-7,0.00002390396,0.0002041873,0.001094581],"study_design_scores_gemma":[0.001490317,0.00005361427,0.9900587,0.0001413639,0.0005651013,0.00007252645,0.00004246856,0.000002361929,0.000007095526,0.000036604,0.007383091,0.000146785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951565,0.0004677096,0.00004228265,0.0004338301,0.0002074475,0.0001843328,0.000001973031,0.0000189103,0.003487038],"genre_scores_gemma":[0.9987469,0.0004613244,0.0001108598,0.0001917383,0.0001795661,0.000005189646,0.000007259843,0.00002443273,0.000272718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007178904,"threshold_uncertainty_score":0.4273467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059119008695487,"score_gpt":0.2297893002750153,"score_spread":0.1991981101880604,"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."}}