{"id":"W4388797394","doi":"10.1007/978-3-031-39928-2_16","title":"Sex-Dependent Differences in the Diagnosis, Treatment and Causes of Heart Failure","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in biochemistry in health and disease","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Heart failure; Medicine; Heart disease; Ejection fraction; Gestational diabetes; Internal medicine; Diabetes mellitus; Cardiology; Pregnancy; Endocrinology; Gestation","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":[0.0001466867,0.0002762766,0.0005576203,0.0001310161,0.00003364458,0.00001057394,0.00005542444,0.00009798862,0.00001960404],"category_scores_gemma":[0.00007226084,0.0001877998,0.00004960728,0.00005478932,0.0001339139,0.00003996769,0.0000416257,0.0001566232,0.000001733638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229122,"about_ca_system_score_gemma":0.0002705496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002124286,"about_ca_topic_score_gemma":0.0006840785,"domain_scores_codex":[0.9986613,0.00003056071,0.0004334995,0.0004149244,0.0002000773,0.000259574],"domain_scores_gemma":[0.9990512,0.0002251338,0.0001053933,0.000269019,0.00001161793,0.0003375972],"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":[0.0004472756,0.0006307695,0.9759803,0.007210909,0.00005224587,0.0004338263,0.0007330278,0.000002809136,0.000008841024,0.001714891,0.001107342,0.01167776],"study_design_scores_gemma":[0.03021292,0.006621124,0.1743032,0.03384231,0.0009112628,0.0001052092,0.01262057,0.00007247589,0.001263095,0.03995679,0.6969934,0.003097558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.533699,0.3653446,0.000001667201,0.08515493,0.000252253,0.006679802,0.0008499973,0.0001084707,0.007909259],"genre_scores_gemma":[0.8111277,0.1684766,0.0001250818,0.0009739213,0.00009670053,0.0005472524,0.0002233564,0.00002997949,0.01839941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.801677,"threshold_uncertainty_score":0.7658253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714554484800158,"score_gpt":0.314321850006724,"score_spread":0.2871763051587224,"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."}}