{"id":"W2842271423","doi":"10.1161/circheartfailure.118.004962","title":"Baseline Characteristics of Patients With Heart Failure and Preserved Ejection Fraction in the PARAGON-HF Trial","year":2018,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"lékařská fakulta Univerzity Karlovy; Baylor University Medical Center; Berlin-Brandenburger Centrum für Regenerative Therapien; Institut de Cardiologie de Montréal; Universitätsspital Zürich; Universidad Nacional Mayor de San Marcos; Nara Medical University; Uniwersytet Łódzki; Universitetet i Oslo; Rigshospitalet; Universitair Medisch Centrum Groningen; Tongji University; Georg-August-Universität Göttingen; Feinberg School of Medicine; Fleni; Sivas Cumhuriyet Üniversitesi; College of Medicine, Seoul National University; Semmelweis Egyetem; Rijksuniversiteit Groningen; Deutsches Zentrum für Herz-Kreislaufforschung; Imperial College London; Tays; University of Cyprus; Universitat de Barcelona; National University of Singapore; Brigham and Women's Hospital; British Heart Foundation; Seoul National University Hospital; Fudan University; Northwestern University; Ministry of Health of the Russian Federation; University of Minnesota; Université de Lorraine; University of South Carolina; Novartis Pharmaceuticals Corporation; University of Glasgow; Seoul National University; Université de Montréal; Univerzita Karlova v Praze; National and Kapodistrian University of Athens; Karolinska Institutet; Gentofte Hospital; Institut National de la Santé et de la Recherche Médicale; National Yang-Ming University; Baylor University","keywords":"Medicine; Heart failure; Ejection fraction; Baseline (sea); Internal medicine; Cardiology; Stroke volume","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004667463,0.0001730242,0.0003321199,0.0001735589,0.0001202199,0.00003682384,0.00004069058,0.0001230536,0.0001373572],"category_scores_gemma":[0.0001395249,0.0001185653,0.00006037411,0.000352494,0.00008991051,0.0002494582,0.00001884916,0.0001710405,0.00002112331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005596112,"about_ca_system_score_gemma":0.00004872329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007898316,"about_ca_topic_score_gemma":0.0001519711,"domain_scores_codex":[0.9985326,0.000182881,0.0003854187,0.0002920113,0.0004048617,0.0002022146],"domain_scores_gemma":[0.999088,0.0001043799,0.0001274079,0.0003402823,0.0002689317,0.00007097128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003553752,0.0004992333,0.9853957,0.00008574097,0.00004309621,0.000001983103,0.0001504012,0.000004156676,0.0003713072,0.00005597179,0.00946802,0.0003706512],"study_design_scores_gemma":[0.01426657,0.001018702,0.8626305,0.00009273391,0.0001146882,0.0000051714,0.0001736622,0.0004114204,0.0001179812,0.00002196164,0.1210331,0.0001135456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862038,0.00001206116,0.000537821,0.01104979,0.0001123369,0.001983137,0.00001111849,0.0000388641,0.0000510006],"genre_scores_gemma":[0.9965989,0.000002479487,0.002257759,0.000354325,0.0003768855,0.00007684377,0.0002627879,0.00001866403,0.00005137069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1227652,"threshold_uncertainty_score":0.4834954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745898849302639,"score_gpt":0.2636935265020907,"score_spread":0.2462345380090643,"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."}}