{"id":"W2161683746","doi":"10.1136/hrt.2010.195511","title":"Quantitative troponin and death, cardiogenic shock, cardiac arrest and new heart failure in patients with non-ST-segment elevation acute coronary syndromes (NSTE ACS): insights from the Global Registry of Acute Coronary Events","year":2010,"lang":"en","type":"article","venue":"Heart","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Canadian Heart Research Centre; University of Toronto; Population Health Research Institute; Hamilton General Hospital","funders":"Sanofi","keywords":"Cardiogenic shock; Medicine; Cardiology; Internal medicine; Ventricular fibrillation; Troponin; ST elevation; Acute coronary syndrome; Ventricular tachycardia; Troponin I; Shock (circulatory); Myocardial infarction; Heart failure","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":[0.0001900803,0.0002953863,0.0006889999,0.00009093826,0.0001421957,0.00003180852,0.0001266791,0.0002084421,0.00002085036],"category_scores_gemma":[0.00004703611,0.0002114972,0.0001189653,0.0003248951,0.0002433198,0.0002465313,0.0001672257,0.0005481291,0.00001205626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560504,"about_ca_system_score_gemma":0.000373334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307847,"about_ca_topic_score_gemma":0.0001652643,"domain_scores_codex":[0.99778,0.0001909931,0.0003851417,0.0005260317,0.0007648608,0.0003529897],"domain_scores_gemma":[0.9986193,0.0001708708,0.0001243986,0.0005814614,0.0002106134,0.0002934196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001640081,0.00009651887,0.9837361,0.00002160242,0.001235208,0.00003997197,0.0002371214,0.00000439109,0.004059732,0.00006472937,0.008676865,0.0001876742],"study_design_scores_gemma":[0.003212145,0.001161627,0.9903791,0.0001498115,0.000427024,0.00009088154,0.0002646871,0.00003899898,0.0003301321,0.00008745757,0.003661767,0.0001963794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933113,0.0003628448,0.00004546227,0.003918332,0.0003119786,0.001376026,0.0006054458,0.00002464747,0.00004394889],"genre_scores_gemma":[0.9960245,0.0001731434,0.002523555,0.0006324328,0.00009276532,0.0000485585,0.0003942036,0.00003276166,0.00007800826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006642984,"threshold_uncertainty_score":0.8624607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565615793404251,"score_gpt":0.2864002939773818,"score_spread":0.2707441360433392,"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."}}