{"id":"W2102452596","doi":"10.1016/j.athoracsur.2007.12.077","title":"Troponin after Cardiac Surgery: A Predictor or a Phenomenon?","year":2008,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Mace; Myocardial infarction; Cardiology; Internal medicine; Troponin; Perioperative; Troponin T; Troponin I; Surgery; Percutaneous coronary intervention","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":[0.002552147,0.000303291,0.002046948,0.0002758994,0.0001193673,0.00001505448,0.0001295751,0.0001354281,0.0006457478],"category_scores_gemma":[0.001077376,0.0001719188,0.002130252,0.000615217,0.0003758997,0.0001194941,0.00005894082,0.000217356,0.00009865895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002145433,"about_ca_system_score_gemma":0.0004061355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005746907,"about_ca_topic_score_gemma":0.000001469114,"domain_scores_codex":[0.9970453,0.0005935488,0.0007156872,0.0003214061,0.0007442342,0.0005798412],"domain_scores_gemma":[0.9927626,0.005701121,0.0002170821,0.0008152761,0.000213714,0.0002902268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02139167,0.0006366333,0.8133788,0.000539635,0.001825925,0.003585542,0.001638301,0.000002345751,0.0002496844,0.0001195944,0.1214214,0.03521056],"study_design_scores_gemma":[0.0001905562,0.0001922173,0.5570571,0.0007916584,0.0005821287,0.001055221,0.000363208,0.00001762431,0.007746319,0.00007920228,0.431269,0.0006557775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844406,0.005312429,0.00001061886,0.006480906,0.0004191923,0.0003820272,0.00005112958,0.000106988,0.002796164],"genre_scores_gemma":[0.9878429,0.002914387,0.00003847964,0.002012376,0.0005998637,0.00008906348,0.0000445308,0.00005452103,0.006403895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098476,"threshold_uncertainty_score":0.7070485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160051376447254,"score_gpt":0.3561257650853614,"score_spread":0.240120627440636,"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."}}