{"id":"W4386529949","doi":"10.1161/circulationaha.123.064170","title":"Clonal Hematopoiesis in Clinical and Experimental Heart Failure With Preserved Ejection Fraction","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heart Research Centre; University of Alberta Hospital; University of Alberta","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; Japan Science and Technology Agency; National Institutes of Health; Alberta Innovates; Japanese Circulation Society; Nuclear Safety and Security Commission; Kowa Life Science Foundation; Alberta Heritage Foundation for Medical Research; Suzuken Memorial Foundation; Alberta Health Services; Kowa Company; National Aeronautics and Space Administration","keywords":"Medicine; Heart failure with preserved ejection fraction; Ejection fraction; Internal medicine; Cardiology; Cohort; Hazard ratio; Heart failure; Diastole; Blood pressure; Confidence interval","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":[0.0005381056,0.0002056255,0.0001225547,0.0005313028,0.0001519526,0.0001414734,0.0001326279,0.0001958759,0.0009200045],"category_scores_gemma":[0.0007051227,0.00007927861,0.0000933784,0.0002039595,0.0003230941,0.00009541792,0.0002552244,0.0002054454,0.00006419001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565881,"about_ca_system_score_gemma":0.0001213044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003778394,"about_ca_topic_score_gemma":0.0004887755,"domain_scores_codex":[0.9997929,0.00009866108,0.00001339144,0.00003094556,0.00003659181,0.00002755273],"domain_scores_gemma":[0.9996749,0.0001231097,0.00007907685,0.00004952616,0.00002288406,0.000050462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005270313,0.0007824574,0.4897721,0.0001673967,0.0001228265,0.002509474,0.0003738666,0.0005584244,0.476944,0.0005138543,0.0003315904,0.02265383],"study_design_scores_gemma":[0.000171309,0.003225242,0.958925,0.00001957497,0.00006102544,0.006302544,0.0001531633,0.001253822,0.02899686,0.0001606422,0.0007230093,0.000007688232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993966,0.0001786919,0.0002143456,0.000006393554,0.000002184192,0.00000964873,0.00003936166,0.000003678918,0.0001491948],"genre_scores_gemma":[0.9995788,0.00005593903,0.0001737197,0.00001122827,0.000003880898,0.00001407109,0.0001084206,0.000001314108,0.00005253448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009200045,"threshold_uncertainty_score":0.003077686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952104147993568,"score_gpt":0.3391905119518759,"score_spread":0.2996694704719403,"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."}}