{"id":"W2153889487","doi":"10.1161/circheartfailure.112.000075","title":"Outcomes and Care of Patients With Acute Heart Failure Syndromes and Cardiac Troponin Elevation","year":2013,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Institute of Health Services and Policy Research; Health Sciences Centre; Sunnybrook Health Science Centre; Heart and Stroke Foundation; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; Troponin; Elevation (ballistics); ST elevation; Intensive care medicine; Electrocardiography; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009704854,0.0001916492,0.0005022466,0.0002239777,0.0001255392,0.00005181184,0.00003492552,0.0001557746,0.0001271239],"category_scores_gemma":[0.00008053185,0.0001524519,0.00008702672,0.0002743246,0.0001576741,0.0003590613,0.00004346317,0.0002096148,0.00002849738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006968112,"about_ca_system_score_gemma":0.00007724785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001775078,"about_ca_topic_score_gemma":0.000004556056,"domain_scores_codex":[0.9985166,0.00008738912,0.0002866249,0.0003330484,0.0005339287,0.0002424666],"domain_scores_gemma":[0.9986051,0.00009654905,0.00008209862,0.000306464,0.0007148328,0.0001949113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003288475,0.00002494267,0.9886042,0.000100413,0.0002280457,8.199922e-7,0.0002971373,0.000009001738,0.00254133,0.00008393634,0.007606481,0.0004707979],"study_design_scores_gemma":[0.001334564,0.0002222382,0.9820204,0.00004862891,0.0001362872,0.00001683005,0.0006019524,0.00006703706,0.0002483131,0.00001971576,0.01513767,0.0001463456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829209,0.0001630574,0.00007583055,0.01535865,0.00005710618,0.001283711,0.00004861012,0.00005296796,0.00003915933],"genre_scores_gemma":[0.995703,0.000009629563,0.003484837,0.000318491,0.00004466099,0.0000733381,0.0002473108,0.00003155128,0.0000871845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01504016,"threshold_uncertainty_score":0.6216807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063658902418936,"score_gpt":0.2643074959300307,"score_spread":0.2536709069058414,"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."}}