{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001403885,0.0002795176,0.0004198669,0.0002041711,0.000215281,0.0001300549,0.00002606546,0.0001877088,0.00003624147],"category_scores_gemma":[0.00003742215,0.0001654465,0.00006936213,0.0003996348,0.00008821572,0.0003886678,0.00001911958,0.0003841749,0.00001089836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009882141,"about_ca_system_score_gemma":0.00008916691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180467,"about_ca_topic_score_gemma":0.0003772551,"domain_scores_codex":[0.9983466,0.0001743237,0.0003061218,0.000517414,0.0004464541,0.0002091202],"domain_scores_gemma":[0.9990843,0.0003807062,0.00005324376,0.0002924435,0.00006606989,0.0001232599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001712017,0.00003962618,0.9943253,0.0000453196,0.0002057602,0.000002109674,0.0003135454,0.00003734927,0.0000415329,0.0002430793,0.002602192,0.0004321168],"study_design_scores_gemma":[0.01080819,0.0007060916,0.9513331,0.0001467883,0.0006310874,0.000002069992,0.0001360426,0.00003739759,0.000008594034,0.0002968778,0.03570966,0.0001840774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883291,0.0003470649,0.000294062,0.008714817,0.0002014788,0.001952147,0.00003455338,0.0001147312,0.00001209469],"genre_scores_gemma":[0.9978923,0.000001386404,0.0007784789,0.0001865444,0.0003527818,0.00007100128,0.0006140948,0.00003606841,0.00006740238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04299223,"threshold_uncertainty_score":0.6746712,"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."}}