{"id":"W3097641691","doi":"10.14740/cr1159","title":"Cardiac Troponin-I and COVID-19: A Prognostic Tool for In-Hospital Mortality","year":2020,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HCA Healthcare","keywords":"Medicine; Internal medicine; Atrial fibrillation; Troponin; Cardiology; Cohort; Retrospective cohort study; Coronary artery disease; Diabetes mellitus; Heart failure; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002953803,0.0001734809,0.0009021658,0.000265044,0.0002056043,0.00003759095,0.0001878367,0.0002810161,0.0000426515],"category_scores_gemma":[0.01538624,0.0001568087,0.0002374248,0.0006640985,0.001010396,0.00007275154,0.0003190918,0.00099328,0.0000618458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209015,"about_ca_system_score_gemma":0.001042823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000963265,"about_ca_topic_score_gemma":0.000001408483,"domain_scores_codex":[0.9965648,0.0008577145,0.0003346253,0.0007553956,0.0005954843,0.0008919499],"domain_scores_gemma":[0.9966816,0.001497945,0.00002903635,0.0004154099,0.0004859485,0.0008900643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000939324,0.0000543873,0.8652577,0.0004080442,0.0006261325,0.0005764437,0.0006312751,0.00002843853,0.002112497,0.001064364,0.1272474,0.001053991],"study_design_scores_gemma":[0.004742913,0.004419198,0.5807817,0.00002955728,0.0001684786,0.0001255426,0.001575325,0.00106822,0.0003117671,0.0008384144,0.405547,0.0003918809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8820834,0.001599688,0.001655164,0.1054496,0.0002070194,0.005529602,0.0001758896,0.0001177816,0.003181921],"genre_scores_gemma":[0.9936535,0.000426426,0.0002807173,0.003150023,0.0009535203,0.001191626,0.00009001006,0.00003901937,0.0002151989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.284476,"threshold_uncertainty_score":0.9929076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308206552498334,"score_gpt":0.4448779401022995,"score_spread":0.3140572848524661,"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."}}