{"id":"W4396795864","doi":"10.1016/j.cca.2024.119722","title":"Pericardial fluid troponin in cardiac surgery","year":2024,"lang":"en","type":"article","venue":"Clinica Chimica Acta","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Pericardial fluid; Cardiology; Medicine; Internal medicine; Troponin; Cardiac surgery; Pericardium; Myocardial infarction","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":[0.001382705,0.0002617616,0.001761511,0.0002771188,0.00004198432,0.00006892026,0.0001139683,0.0002533829,0.0003910542],"category_scores_gemma":[0.00117895,0.0002085977,0.002217627,0.0005239974,0.0001611045,0.00009734023,0.00005950171,0.0005419809,0.0003173023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057026,"about_ca_system_score_gemma":0.0003728665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001643306,"about_ca_topic_score_gemma":0.000001643363,"domain_scores_codex":[0.9975002,0.0003083298,0.0007603492,0.0005827798,0.000379244,0.0004690324],"domain_scores_gemma":[0.9941861,0.004891571,0.00004471364,0.0005570845,0.00003534947,0.0002851675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002574978,0.0009576058,0.6771628,0.0008998775,0.002026832,0.005165364,0.001439457,0.000001719214,0.02382045,0.004581974,0.237495,0.04387393],"study_design_scores_gemma":[0.000335713,0.00007870908,0.2416435,0.0001954368,0.0002252395,0.00009369356,0.00006319903,0.00008715254,0.0002360457,0.00002313601,0.7567708,0.0002473042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313162,0.001516555,0.000002317847,0.01611527,0.002158947,0.0004164782,0.00002445316,0.0003059978,0.04814381],"genre_scores_gemma":[0.9919345,0.002029878,0.0001259027,0.001087563,0.001340471,0.00004079,0.00006536525,0.00006229388,0.003313204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5192758,"threshold_uncertainty_score":0.8506368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943775402759571,"score_gpt":0.3166304139311382,"score_spread":0.2871926599035425,"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."}}