{"id":"W4387520103","doi":"10.1002/ehf2.14558","title":"Heart Failure with Preserved Ejection Fraction, Red Cell Distribution Width, and Sacubitril/Valsartan","year":2023,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"British Heart Foundation; Novartis","keywords":"Medicine; Ejection fraction; Internal medicine; Interquartile range; Heart failure; Red blood cell distribution width; Quartile; Valsartan; Cardiology; Sacubitril; Clinical endpoint; Sacubitril, Valsartan; Confidence interval; Randomized controlled trial; Blood pressure","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004805046,0.0003235462,0.0005272796,0.0001913894,0.0003911731,0.00009808413,0.0000803894,0.0003043066,0.0003011952],"category_scores_gemma":[0.0001825301,0.0002865311,0.0001362455,0.0009540655,0.0001555268,0.0003678762,0.00007722225,0.0004261672,0.0003015669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158308,"about_ca_system_score_gemma":0.0001727279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003784453,"about_ca_topic_score_gemma":0.00004616048,"domain_scores_codex":[0.9976983,0.0001766282,0.0003767138,0.0006311292,0.0005788504,0.000538384],"domain_scores_gemma":[0.9985492,0.0001072434,0.0001115498,0.0005592604,0.0002873437,0.0003854061],"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":[0.0005119423,0.0001167358,0.4896803,0.0003610711,0.00008600271,0.00004245828,0.00004222098,0.00001102715,0.02841006,0.00001820504,0.4806472,0.00007278421],"study_design_scores_gemma":[0.002579546,0.0003936123,0.437828,0.000329624,0.0002855665,0.0001264004,0.0006258372,0.0006088913,0.03595765,0.0001272315,0.5207037,0.0004338714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729604,0.0001793253,0.0002088041,0.02397275,0.0002026245,0.001312164,0.0001015898,0.0007864448,0.0002758777],"genre_scores_gemma":[0.9942231,0.00001905828,0.003408998,0.0003195617,0.0003733861,0.0001812298,0.0007313615,0.00006942412,0.0006739514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05185228,"threshold_uncertainty_score":0.9999587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009752782270217562,"score_gpt":0.2443221498196073,"score_spread":0.2345693675493898,"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."}}