{"id":"W4281793163","doi":"10.1016/j.cardfail.2022.05.004","title":"Prognostic Impact of Cardiovascular Versus Noncardiovascular Hospitalizations in Heart Failure With Preserved Ejection Fraction: Insights From TOPCAT","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Medicine; Ejection fraction; Heart failure; Spironolactone; Internal medicine; Cardiology; Population; Aldosterone; Placebo","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":[0.001016628,0.000474824,0.0005661476,0.0009830807,0.0003576782,0.001472827,0.0005951716,0.0005793477,0.002566276],"category_scores_gemma":[0.004513992,0.0001670397,0.001041065,0.001652916,0.0001954679,0.0009945432,0.0009328933,0.0008894781,0.0006334399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310723,"about_ca_system_score_gemma":0.000543379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007984625,"about_ca_topic_score_gemma":0.01422877,"domain_scores_codex":[0.9993444,0.0001682154,0.00007425448,0.0001280803,0.0001496032,0.0001354068],"domain_scores_gemma":[0.9974536,0.000716746,0.0007250389,0.0002479972,0.0004314421,0.0004251738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007374454,0.00006801698,0.9895658,0.00004270926,0.0003582606,0.00005905316,0.00003725879,0.0002428241,0.00009358946,0.0001465098,0.001828329,0.006820132],"study_design_scores_gemma":[0.00002690773,0.00008175184,0.9970357,0.00002397042,0.0002352966,0.0001496107,0.0001535422,0.001075613,0.0000550651,0.0003434168,0.0008073866,0.00001173379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793953,0.00141565,0.0003113615,0.0006346112,0.00009741655,0.00002390624,0.01412784,0.00003643522,0.003957535],"genre_scores_gemma":[0.9902452,0.0004050896,0.000228358,0.0001307426,0.0001821654,0.00001651841,0.008363521,0.00001116291,0.0004171859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007984625,"threshold_uncertainty_score":0.01587635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066515792689413,"score_gpt":0.2462801322023859,"score_spread":0.2356149742754917,"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."}}