{"id":"W2888326854","doi":"10.1001/jamacardio.2018.2568","title":"Association of Natriuretic Peptides With Cardiovascular Prognosis in Heart Failure With Preserved Ejection Fraction","year":2018,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Ejection fraction; Heart failure; Internal medicine; Cardiology; Heart failure with preserved ejection fraction; Body mass index; Natriuretic peptide; Renal function; Atrial fibrillation; Waist; Cohort","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003127333,0.0004185406,0.0006479291,0.0003446573,0.0002678723,0.0005188756,0.0003009553,0.0004480503,0.0007394743],"category_scores_gemma":[0.004993146,0.0001318457,0.0005732841,0.0005561003,0.0003977398,0.0005118496,0.0003743359,0.0007719753,0.00007828321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213395,"about_ca_system_score_gemma":0.0003254926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007026189,"about_ca_topic_score_gemma":0.001672816,"domain_scores_codex":[0.9988532,0.0006446125,0.0001053493,0.0001831169,0.00013964,0.00007402436],"domain_scores_gemma":[0.9958546,0.001675731,0.001466572,0.000358233,0.0002497938,0.0003950885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00229158,0.00008057906,0.9908561,0.00006180869,0.0008821616,0.00002606586,0.00002183741,0.0001435939,0.0004295845,0.00003157827,0.0001629567,0.005012086],"study_design_scores_gemma":[0.0001386357,0.0007357494,0.9978639,0.0000152908,0.0004080527,0.00008374367,0.00002869827,0.0003577929,0.0001065812,0.0001104899,0.000146904,0.000004108362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962011,0.002187061,0.0003763088,0.0002127402,0.00002318401,0.00002431321,0.0004698877,0.000007386933,0.0004980864],"genre_scores_gemma":[0.9989129,0.0002111716,0.0002472639,0.0001025904,0.00006962716,0.00001692402,0.0003897635,0.00000141039,0.00004825007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003127333,"threshold_uncertainty_score":0.01653916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031140095194924,"score_gpt":0.2362696569989381,"score_spread":0.2259582560469889,"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."}}