{"id":"W4405409933","doi":"10.1002/ejhf.3558","title":"Tailoring Medical Therapy for Heart Failure with Preserved Ejection Fraction","year":2024,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Cardiology; Internal medicine; Medical therapy; Intensive care medicine","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":[0.0009872551,0.0002938669,0.0009191481,0.0003774083,0.0001237024,0.0008301257,0.000372344,0.0004999387,0.007241109],"category_scores_gemma":[0.004595318,0.00009347551,0.0009953623,0.0003244303,0.0001365307,0.0005765455,0.0003519947,0.001022823,0.001288084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003184887,"about_ca_system_score_gemma":0.0004251622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003952109,"about_ca_topic_score_gemma":0.001047072,"domain_scores_codex":[0.9994209,0.0002681517,0.00008383155,0.00008432033,0.00009225121,0.00005061751],"domain_scores_gemma":[0.9990942,0.0004367865,0.0002395153,0.00004455561,0.00006696389,0.0001180316],"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":[0.0235415,0.001778909,0.02669434,0.003648493,0.00224682,0.0001535396,0.0001205586,0.003282403,0.003226063,0.002736042,0.0210761,0.9114952],"study_design_scores_gemma":[0.08744118,0.0643049,0.3172833,0.01931238,0.01910494,0.001496333,0.0007294967,0.04016028,0.01118645,0.05857907,0.3800086,0.0003930748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4555689,0.4171554,0.02892251,0.02959418,0.003189736,0.002377916,0.008657112,0.0008407882,0.05369328],"genre_scores_gemma":[0.919442,0.04825594,0.009616225,0.01183694,0.003160964,0.001066768,0.002686004,0.00008563882,0.003849589],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007241109,"threshold_uncertainty_score":0.02422386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882787606734037,"score_gpt":0.2689172730769708,"score_spread":0.2500893970096305,"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."}}