{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004961088,0.0002581464,0.0002890556,0.00027604,0.0002328577,0.0004318764,0.0002439205,0.0004600982,0.001340912],"category_scores_gemma":[0.001473369,0.0001070606,0.000308476,0.0002630567,0.0002598114,0.0003479664,0.0002743145,0.0006083403,0.0001892094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974821,"about_ca_system_score_gemma":0.0002164097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391405,"about_ca_topic_score_gemma":0.002741409,"domain_scores_codex":[0.9998061,0.00004036338,0.00002130397,0.00004144225,0.00003514345,0.00005564609],"domain_scores_gemma":[0.99903,0.0001458381,0.0004847861,0.0000461345,0.00006335146,0.0002298637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003476946,0.00004296361,0.9978335,0.000005902544,0.00002655807,0.00008476169,0.00002374009,0.00002478184,0.0002511821,0.000006230228,0.00003625138,0.001316357],"study_design_scores_gemma":[0.00001023963,0.0002002486,0.9992441,0.000003993965,0.00002130729,0.0002561548,0.00005273344,0.0001030427,0.00004827942,0.00001304705,0.00004516725,0.000001752611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995547,0.0002222463,0.00002744317,0.00003209294,0.000005380067,0.000002495349,0.00003822535,0.000001487783,0.0001158996],"genre_scores_gemma":[0.9997393,0.00003936389,0.00002689915,0.00001533784,0.00001116548,0.000001504597,0.00008502886,3.667988e-7,0.00008089134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001391405,"threshold_uncertainty_score":0.004485846,"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."}}