{"id":"W4402063961","doi":"10.1161/circheartfailure.124.011942","title":"Relationship Between Cardiac Structure and Function With Renal Function Trajectory and Outcomes in Patients With Heart Failure: Insights From the PARAGON-HF Trial","year":2024,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; National Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health; Teva Pharmaceutical Industries; Medical Research Council; Institut de Cardiologie de Montréal; Sanofi; Abiomed; Satellite Healthcare; Impulse Dynamics; Pfizer; LivaNova; Defense Acquisition Program Administration; Boston Scientific Corporation; Novo Nordisk; ReCor Medical; Alnylam Pharmaceuticals; Amicus Therapeutics; Cytokinetics; Brigham and Women's Hospital; American Regent; Amgen; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Heart failure; Cardiac function curve; Cardiology; Renal function; Internal medicine; Trajectory; Intensive care medicine","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":[0.003400585,0.0006263906,0.001212527,0.0002249824,0.0002932537,0.001039412,0.0004775085,0.0006665267,0.001452615],"category_scores_gemma":[0.003497356,0.0002133372,0.001388149,0.0003818173,0.0002795055,0.0007229666,0.0009655282,0.001107976,0.0001696739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603636,"about_ca_system_score_gemma":0.0003422639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007261615,"about_ca_topic_score_gemma":0.001866498,"domain_scores_codex":[0.9988548,0.0006789766,0.00009802658,0.0001570406,0.00009967534,0.0001115221],"domain_scores_gemma":[0.9980835,0.0004885909,0.0006667803,0.0002281635,0.0001329278,0.000400084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09672272,0.001614204,0.8531914,0.0007679103,0.01061832,0.0001603719,0.0001465334,0.002160027,0.0009244075,0.0004923555,0.004747348,0.02845444],"study_design_scores_gemma":[0.01215851,0.007301379,0.9683676,0.0002003456,0.005921914,0.0002585334,0.0001223501,0.002254517,0.0002805074,0.001077934,0.002005522,0.00005092767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922666,0.003881899,0.0002118164,0.0005596463,0.00005860299,0.00008132743,0.001887336,0.00001251914,0.001040329],"genre_scores_gemma":[0.9946796,0.0007274514,0.0003319483,0.0002579572,0.0002143205,0.0001710158,0.00332289,0.000004639483,0.0002900954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003400585,"threshold_uncertainty_score":0.01798421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520749606453842,"score_gpt":0.2353436234852964,"score_spread":0.220136127420758,"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."}}