{"id":"W4281254807","doi":"10.1002/ejhf.2534","title":"Distinct pathophysiological pathways in women and men with heart failure","year":2022,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"H2020 European Research Council; Medical Research Council; FP7 Ideas: European Research Council; Respicardia; National Medical Research Council; Cytokinetics; Idorsia Pharmaceuticals; British Heart Foundation; National Institute for Health and Care Research; Boston Scientific Corporation; MyoKardia; AstraZeneca; Bristol-Myers Squibb; Servier; European Commission; Amgen","keywords":"Medicine; Heart failure; Ejection fraction; Pathophysiology; Internal medicine; Leptin; Cohort; Endocrinology; Obesity","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":[0.0005377762,0.0003463503,0.0004201166,0.0006423178,0.000271681,0.0005269804,0.0001195549,0.0002568803,0.001625294],"category_scores_gemma":[0.001115947,0.0001452188,0.0004638501,0.0005239208,0.0002400239,0.0002624279,0.0003856211,0.0002436978,0.0002184861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001439523,"about_ca_system_score_gemma":0.0001575534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008944483,"about_ca_topic_score_gemma":0.001288809,"domain_scores_codex":[0.9996918,0.00008183403,0.00002083913,0.0001041174,0.00004190513,0.00005941862],"domain_scores_gemma":[0.9997401,0.00007769212,0.0001015131,0.0000237872,0.00001983976,0.00003710205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006312987,0.00001989908,0.9873395,0.00003161202,0.0001910416,0.000125875,0.0001679213,0.00007705732,0.002912497,0.00006993102,0.000129125,0.008304175],"study_design_scores_gemma":[0.0000174461,0.0001242064,0.9980056,0.00001414855,0.00008533568,0.0004214704,0.0002001354,0.0001957805,0.0002874224,0.0002247082,0.0004186488,0.000005110452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974056,0.001364448,0.0002865655,0.00008144437,0.00001216618,0.000007815375,0.000352715,0.000005765499,0.0004834097],"genre_scores_gemma":[0.9989525,0.0003017671,0.0001685186,0.00005617923,0.00001592147,0.000009747711,0.000311971,0.000001846748,0.0001814979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001625294,"threshold_uncertainty_score":0.005437195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260624466694601,"score_gpt":0.2188387030251175,"score_spread":0.2062324583581715,"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."}}