{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005995587,0.0002455141,0.0002733547,0.0003984668,0.0002911032,0.0004789782,0.0003973606,0.0005648155,0.0009928331],"category_scores_gemma":[0.002142258,0.0001631254,0.0002277298,0.0003196738,0.000234869,0.0004386498,0.0004323631,0.0004532755,0.0002125646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693173,"about_ca_system_score_gemma":0.0001825966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009567605,"about_ca_topic_score_gemma":0.001547021,"domain_scores_codex":[0.999764,0.00006061943,0.0000265389,0.00006823507,0.00003506758,0.0000455553],"domain_scores_gemma":[0.998398,0.0002141212,0.0008235561,0.0001150693,0.0001166108,0.0003325955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001306954,0.00003251884,0.999041,0.000004222182,0.0000136461,0.00009438138,0.00002414145,0.00001742999,0.000126686,0.000007467118,0.00002155646,0.0004861746],"study_design_scores_gemma":[0.000005896113,0.00009150922,0.9992894,0.000003693851,0.000007296269,0.0004035942,0.00005346387,0.00007144262,0.0000254884,0.00001652537,0.00003006987,0.000001634917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995105,0.0001294268,0.00003444491,0.00001961098,0.000002622649,0.000004786681,0.0001079424,0.000001043986,0.0001895318],"genre_scores_gemma":[0.999595,0.00004251005,0.00003766832,0.00001139719,0.000009205243,0.000004426452,0.0002298887,6.209769e-7,0.0000693139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009928331,"threshold_uncertainty_score":0.00332135,"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."}}