{"id":"W4402966479","doi":"10.1001/jamacardio.2024.3810","title":"Cardiac Myosin Inhibition in Heart Failure With Normal and Supranormal Ejection Fraction","year":2024,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Heart failure; Natriuretic peptide; Troponin; Heart failure with preserved ejection fraction; Troponin T; Left ventricular hypertrophy; Blood pressure; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000258946,0.0001240919,0.0003111641,0.0002342769,0.00004051497,0.00003547036,0.000007685518,0.0001535951,0.00003223978],"category_scores_gemma":[0.00001278285,0.00009697107,0.00007066209,0.0002045161,0.00005079739,0.000253323,0.00001984085,0.0002520671,0.00006435594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196107,"about_ca_system_score_gemma":0.00004289921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001452564,"about_ca_topic_score_gemma":0.00006600539,"domain_scores_codex":[0.999163,0.0001013719,0.0001371473,0.0002737307,0.0001124233,0.0002123525],"domain_scores_gemma":[0.9997348,0.00004658992,0.00001290528,0.0001160427,0.00002882207,0.00006088264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001327296,0.0001103505,0.8071343,0.0006251629,0.000929072,0.002154581,0.0005234288,0.0001860986,0.02207706,0.002103991,0.1391465,0.02368212],"study_design_scores_gemma":[0.001634212,0.0008002376,0.2597201,0.0001688685,0.0002505982,0.0008050558,0.0004709375,0.0001765737,0.001340282,0.00004009141,0.7344326,0.0001604451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801029,0.0005077173,0.0007535102,0.01405309,0.0002915004,0.0005024727,0.000006100576,0.0001352188,0.003647499],"genre_scores_gemma":[0.9978671,0.0001074193,0.0008266389,0.0002361904,0.0005042449,0.00007629678,0.00008906408,0.00001583789,0.0002772132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5952861,"threshold_uncertainty_score":0.3954365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007136841002480541,"score_gpt":0.2404954852806621,"score_spread":0.2333586442781816,"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."}}