{"id":"W4388865332","doi":"10.1002/ehf2.14572","title":"Accelerometer vs. Other Activity Measures in Heart Failure with Preserved Ejection Fraction: The VITALITY-HFpEF Trial","year":2023,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Merck Sharp and Dohme; Bayer","keywords":"Medicine; Confidence interval; Ejection fraction; Heart failure; Odds ratio; Internal medicine; Cardiology; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179831,0.0002841776,0.0005861348,0.00029714,0.0002473674,0.0001055704,0.0001000935,0.0002885576,0.0007154282],"category_scores_gemma":[0.0002231131,0.0001757774,0.0004754542,0.001275809,0.0001034372,0.0003318566,0.0000529104,0.0008708455,0.0004259232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527839,"about_ca_system_score_gemma":0.000154033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012803,"about_ca_topic_score_gemma":0.002234692,"domain_scores_codex":[0.9973839,0.0004915778,0.000283845,0.0005194074,0.0008873698,0.0004338984],"domain_scores_gemma":[0.9986868,0.0001660244,0.00006907556,0.0007842371,0.0001292068,0.0001646536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02328214,0.0005641337,0.5348017,0.0001438317,0.0009320056,0.00004355405,0.0004081367,0.0002451696,0.0156424,0.00001805128,0.4226979,0.001220957],"study_design_scores_gemma":[0.01138296,0.0003984628,0.3332544,0.00006640463,0.0001014989,0.00005626676,0.0004780418,0.00005142844,0.002897167,0.000009703062,0.6511156,0.0001880826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629928,0.0000347323,0.0001829768,0.03399467,0.0006422586,0.001543747,0.0000125359,0.0003367265,0.0002595106],"genre_scores_gemma":[0.9961303,0.00001254921,0.0002207193,0.0007127223,0.0009895932,0.000183745,0.00002321602,0.00006302521,0.001664143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2284176,"threshold_uncertainty_score":0.7833437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589390405916849,"score_gpt":0.2817763264782942,"score_spread":0.2458824224191257,"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."}}