{"id":"W3045989635","doi":"10.1161/circheartfailure.119.006414","title":"Obese-Inflammatory Phenotypes in Heart Failure With Preserved Ejection Fraction","year":2020,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; Fondation Institut de Cardiologie de Montréal; Université de Montréal; Institut de Cardiologie de Montréal; Mayo Clinic","keywords":"Medicine; Heart failure with preserved ejection fraction; Heart failure; Internal medicine; Natriuretic peptide; Ejection fraction; Inflammation; Cardiology; Fibrosis; Phenotype; Endocrinology; Bioinformatics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007556321,0.0002762085,0.000285356,0.0004482495,0.0003348514,0.0003182813,0.0001401467,0.0002209775,0.001319949],"category_scores_gemma":[0.001039844,0.0001005998,0.0002639939,0.000352833,0.0002306756,0.0001694465,0.0003817464,0.0003353099,0.0001147157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088085,"about_ca_system_score_gemma":0.0002050589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004425871,"about_ca_topic_score_gemma":0.001002852,"domain_scores_codex":[0.9998318,0.00006318971,0.00001967013,0.00003517312,0.00002745531,0.00002273886],"domain_scores_gemma":[0.9992961,0.0001187637,0.0003770017,0.00004242235,0.00004483787,0.0001208574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00121268,0.00009169729,0.989695,0.00005074457,0.00009138248,0.0001251695,0.00005469023,0.0001999174,0.002187698,0.00006771457,0.000119635,0.006103622],"study_design_scores_gemma":[0.0000339433,0.0002255564,0.9984601,0.0000108321,0.00004234665,0.0004282154,0.0000523602,0.0003584798,0.0001246903,0.0001509706,0.0001097218,0.000002792433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988901,0.000309518,0.0002499099,0.00004846521,0.000004259051,0.00002011222,0.0001363749,0.000002760842,0.0003385465],"genre_scores_gemma":[0.9993597,0.0000604769,0.0002725309,0.00003183796,0.00001352779,0.00001318535,0.0001987937,9.288963e-7,0.00004913386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319949,"threshold_uncertainty_score":0.004415631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625225542080595,"score_gpt":0.2376656727484301,"score_spread":0.2214134173276242,"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."}}