{"id":"W2990609349","doi":"10.1002/ejhf.1691","title":"Cardiac Remodelling Patterns and Proteomics: The Keys to Move Beyond Ejection Fraction in Heart Failure?","year":2019,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Ejection fraction; Heart failure; Cardiology; Medicine; Internal medicine; Heart failure with preserved ejection fraction; Valsartan; Stroke volume; Ventricular remodeling; Hypertensive heart disease; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009932264,0.0009932001,0.002892421,0.002262352,0.001088399,0.006124882,0.00187849,0.005388251,0.006843538],"category_scores_gemma":[0.01070285,0.0005278941,0.0007880492,0.001770042,0.005542209,0.01493189,0.003585898,0.01209299,0.00285118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687343,"about_ca_system_score_gemma":0.002261535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00182448,"about_ca_topic_score_gemma":0.002360387,"domain_scores_codex":[0.9977004,0.0005245981,0.0003129644,0.0004388428,0.0007537061,0.0002695602],"domain_scores_gemma":[0.987955,0.004912149,0.001064694,0.000757557,0.00373162,0.001578963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005632255,0.0001065982,0.007753748,0.003553294,0.0002511078,0.0005698912,0.001213418,0.0002049208,0.002454179,0.02034261,0.4750911,0.487896],"study_design_scores_gemma":[0.00008377634,0.0003264426,0.01654884,0.004988981,0.0002010687,0.002953057,0.002631168,0.0005938748,0.000782233,0.09091128,0.8797128,0.0002664522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001864011,0.6143193,0.002422106,0.3454044,0.03359816,0.00001513397,0.0002356175,0.0001576784,0.001983512],"genre_scores_gemma":[0.02342114,0.6410332,0.004601109,0.1028416,0.2240792,0.00004111271,0.0003181609,0.0001491125,0.003515383],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009932264,"threshold_uncertainty_score":0.05252749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057893364851392,"score_gpt":0.2232786435026848,"score_spread":0.2126997098541708,"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."}}