{"id":"W3037184912","doi":"10.1002/ehf2.12863","title":"Circulating Troponin and Further Left Ventricular Ejection Fraction Improvement in Patients with Previously Recovered Left Ventricular Ejection Fraction","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"Ministry of Innovation and Advanced Education; Alberta Heritage Foundation for Medical Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Ejection fraction; Medicine; Internal medicine; Cardiology; Heart failure; Troponin; Troponin T; Cohort; Troponin I; 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":[0.0002661991,0.0002768374,0.0004716377,0.0002174347,0.0001648699,0.0000583978,0.00003021033,0.0002329163,0.0002203017],"category_scores_gemma":[0.0001329079,0.0002359319,0.0002286599,0.0003920716,0.000026509,0.000361645,0.0000261139,0.0005560903,0.00003747477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004900746,"about_ca_system_score_gemma":0.00007015958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000268513,"about_ca_topic_score_gemma":0.00004889825,"domain_scores_codex":[0.9979275,0.0001534488,0.0003952478,0.0005857223,0.0006060551,0.0003319503],"domain_scores_gemma":[0.9991689,0.0000263083,0.0001678281,0.0002512276,0.0001589536,0.0002267838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004577172,0.0002026962,0.9915531,0.0001245509,0.00021559,0.00005511497,0.000202167,0.000401668,0.003293248,0.000001086413,0.0006505509,0.002842567],"study_design_scores_gemma":[0.006267373,0.001572287,0.9229898,0.0002320576,0.0003597103,0.0001828932,0.001098588,0.001626745,0.002474228,0.000005956664,0.06279122,0.0003991392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927773,0.000185843,0.003899339,0.001311503,0.0003122451,0.001333037,0.000005140926,0.0001386171,0.00003692691],"genre_scores_gemma":[0.9983534,0.00003937739,0.0005213077,0.0004545135,0.0003590572,0.00001865584,0.0001701011,0.00005066731,0.00003287918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06856325,"threshold_uncertainty_score":0.9621022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006679869917225576,"score_gpt":0.2112260860649691,"score_spread":0.2045462161477435,"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."}}