{"id":"W4388922100","doi":"10.1002/ejhf.3092","title":"Obesity in Heart Failure with Preserved Ejection Fraction: Insights from the REDUCE LAP-HF II Trial","year":2023,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Corvia Medical","keywords":"Medicine; Internal medicine; Cardiology; Heart failure; Ejection fraction; Heart failure with preserved ejection fraction; Pulmonary wedge pressure; Obesity; Cardiac output; Body mass index; Cardiomyopathy; Hemodynamics","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":[0.001135353,0.0001971948,0.0004961459,0.0002332871,0.0002927317,0.0000637304,0.0001353965,0.00007324732,0.0002387302],"category_scores_gemma":[0.0002484161,0.0001145293,0.0004381311,0.0007452933,0.00006848777,0.0002720698,0.00006512031,0.001098217,0.0002160477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008563077,"about_ca_system_score_gemma":0.000158187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008271223,"about_ca_topic_score_gemma":0.000161875,"domain_scores_codex":[0.9972594,0.001046089,0.0005196976,0.0002533641,0.0007002139,0.0002212561],"domain_scores_gemma":[0.998813,0.0001375925,0.0001981347,0.0004347647,0.0002294424,0.0001870783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01476975,0.0004037348,0.1146493,0.00002569055,0.0006137172,0.0007681752,0.0009393129,0.0004739875,0.007812923,0.000009074941,0.8592243,0.0003100422],"study_design_scores_gemma":[0.01557996,0.001005682,0.3246099,0.0002129109,0.0001242774,0.0003323773,0.001286734,0.00001504597,0.0006147826,0.000007954598,0.6561023,0.000108043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707353,0.0002428185,0.00008087292,0.02728985,0.0009547221,0.0004019859,0.000003865485,0.00007256871,0.0002180948],"genre_scores_gemma":[0.9953319,0.00006075056,0.0008396005,0.0004097593,0.002739239,0.000002588909,0.00002066473,0.00004763747,0.0005478805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2099606,"threshold_uncertainty_score":0.4771267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124317363973386,"score_gpt":0.246784455069474,"score_spread":0.2255412814297401,"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."}}