{"id":"W4414451030","doi":"10.1093/ehjqcco/qcaf113","title":"Age- and sex-related differences in heart failure characteristics and treatment patterns across the ejection fraction spectrum: first data from the BRING-UP 3 Heart Failure study","year":2025,"lang":"en","type":"article","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"Novartis Italia; Heart Care Foundation of India","keywords":"Heart failure; Ejection fraction; Hemodynamics; Heart disease; Stroke volume; Heart rate","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":[0.005161026,0.0005753164,0.001240149,0.0006073922,0.0005628316,0.001196471,0.0008193218,0.0008061174,0.003450167],"category_scores_gemma":[0.008094315,0.0002983143,0.001878723,0.001680931,0.0003281325,0.0007754346,0.0009519046,0.000807519,0.0005418646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998447,"about_ca_system_score_gemma":0.0004815593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865254,"about_ca_topic_score_gemma":0.003779591,"domain_scores_codex":[0.9980162,0.0009543232,0.0002553866,0.0003178553,0.0002945973,0.0001615742],"domain_scores_gemma":[0.9915841,0.002231195,0.003822104,0.001177927,0.0005333609,0.0006513216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03728796,0.0004782773,0.9393533,0.0008000115,0.004237721,0.0001067525,0.0002121701,0.0001650554,0.0003159903,0.0001460472,0.00479452,0.01210221],"study_design_scores_gemma":[0.004988442,0.001740882,0.9880174,0.0002181697,0.002658291,0.0001367632,0.0001212839,0.0002045041,0.0001040178,0.0001010029,0.001687792,0.00002129934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588895,0.009045849,0.0004437514,0.0005808965,0.0000859779,0.0004114658,0.02819988,0.00003786082,0.002304787],"genre_scores_gemma":[0.9735742,0.001577166,0.0004883806,0.0003912536,0.0002951651,0.0006372909,0.02241048,0.00002162944,0.0006045355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005161026,"threshold_uncertainty_score":0.02729446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223460471026378,"score_gpt":0.423423238695493,"score_spread":0.3010771915928552,"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."}}