{"id":"W4386878079","doi":"10.1002/ejhf.3037","title":"Phenotype, Outcomes and Natural History of Early-Stage Non-Ischaemic Cardiomyopathy","year":2023,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada; Rosetrees Trust; Imperial College London; Servier; Sir Jules Thorn Charitable Trust; Idorsia Pharmaceuticals; British Heart Foundation; National Institute for Health and Care Research; Wellcome Trust; British Society for Heart Failure; European Society of Cardiology; Israel Cancer Research Fund; Boston Scientific Corporation; MyoKardia; Bristol-Myers Squibb; AstraZeneca; Pfizer; Amgen; Respicardia; Abbott Laboratories","keywords":"Medicine; Internal medicine; Cardiology; Ejection fraction; Mace; Hazard ratio; Interquartile range; Cardiomyopathy; Heart failure; Dilated cardiomyopathy; Confidence interval; Myocardial infarction; Percutaneous coronary intervention","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008720687,0.0001340198,0.0005215614,0.0002979331,0.00003157571,0.000008073437,0.00006911362,0.00002948675,0.0000613425],"category_scores_gemma":[0.0001075476,0.00009564332,0.0005132347,0.0001634764,0.00009237299,0.00009156565,0.00005071777,0.0004265576,0.0000778844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000069699,"about_ca_system_score_gemma":0.0001158603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001339107,"about_ca_topic_score_gemma":0.000001531712,"domain_scores_codex":[0.9987571,0.0001805581,0.000385124,0.0001264462,0.0003899705,0.0001608062],"domain_scores_gemma":[0.9992365,0.00003886632,0.0001609683,0.0002240616,0.0001748781,0.0001647653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004289301,0.00005236408,0.6828645,0.0002097095,0.001012061,0.00165433,0.00254229,0.00005158473,0.02234873,0.00001607249,0.2848266,0.003992824],"study_design_scores_gemma":[0.001236588,0.0002074501,0.5815601,0.00007415448,0.0001166837,0.0003354219,0.0002630137,0.000008052382,0.000105161,6.502017e-7,0.4160235,0.0000692564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99453,0.001812723,0.00005814258,0.001338238,0.001473248,0.00009721796,0.000003862265,0.00003290123,0.0006536886],"genre_scores_gemma":[0.9934335,0.0001533986,0.0006197681,0.0001805786,0.0002936947,2.187273e-7,0.000003274972,0.00003699993,0.005278503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1311969,"threshold_uncertainty_score":0.3900221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303293535853983,"score_gpt":0.2313015297722892,"score_spread":0.2182685944137494,"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."}}