{"id":"W4408673340","doi":"10.1016/j.cardfail.2025.02.019","title":"Medical Treatments in Patients With Ambulatory Heart Failure: First Data From the BRING-UP-3 Heart Failure Study","year":2025,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Care Foundation","funders":"Novartis Pharma; Novartis Farmacéutica; Heart Care Foundation of India; Boehringer Ingelheim","keywords":"Medicine; Heart failure; Ambulatory; Intensive care medicine; Cardiology; Internal 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":[0.00181732,0.0007737498,0.001948939,0.0007202685,0.0006561959,0.001625194,0.0009051356,0.001328621,0.001918596],"category_scores_gemma":[0.003315434,0.0004377021,0.002613863,0.002238406,0.0002792866,0.001313548,0.001081934,0.001755667,0.0003567089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005337155,"about_ca_system_score_gemma":0.0005694382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007862106,"about_ca_topic_score_gemma":0.01794957,"domain_scores_codex":[0.9988282,0.0004664801,0.0001419391,0.0001616028,0.0002297877,0.0001719408],"domain_scores_gemma":[0.9964287,0.0007598795,0.001614479,0.0003018211,0.0002621512,0.0006329494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01196463,0.000550724,0.9752597,0.0002389259,0.003375794,0.0001042069,0.00008677415,0.0001806033,0.0002653684,0.00009819408,0.002770465,0.005104525],"study_design_scores_gemma":[0.001541422,0.0003886456,0.9957962,0.0000494828,0.001141113,0.0000577387,0.0001063055,0.0001233567,0.00004354748,0.00006644904,0.0006669222,0.00001872927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720915,0.008639948,0.0001408082,0.0007493855,0.0001252871,0.00007885715,0.01553235,0.00002101367,0.002620745],"genre_scores_gemma":[0.9803903,0.002119934,0.0001606228,0.0005032397,0.0002521595,0.0001095625,0.01594336,0.000009558521,0.0005112967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007862106,"threshold_uncertainty_score":0.01563263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005648892497987,"score_gpt":0.2584994206424991,"score_spread":0.2484429317175192,"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."}}