{"id":"W3041024743","doi":"10.1002/ehf2.12796","title":"Management and Outcomes of Heart Failure Patients with CKD: Experience from an Inter-Disciplinary Clinic","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"British Heart Foundation","keywords":"Medicine; Heart failure; Ejection fraction; Renal function; Internal medicine; Diabetes mellitus; Creatinine; Kidney disease; Dose; Medical record; Cardiology; Endocrinology","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":[0.0007780307,0.0001311742,0.0002565327,0.0003953479,0.0007441906,0.0009539766,0.0003423951,0.0003729927,0.00128445],"category_scores_gemma":[0.003245766,0.0001495535,0.0002833277,0.0006408265,0.0003204953,0.00070561,0.001044472,0.0006445266,0.0001548697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000555709,"about_ca_system_score_gemma":0.0007250195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006252439,"about_ca_topic_score_gemma":0.01287421,"domain_scores_codex":[0.9988348,0.0004100141,0.000108245,0.0001696785,0.0002674078,0.0002099138],"domain_scores_gemma":[0.9970373,0.0003025964,0.001473661,0.00007505244,0.0002204219,0.0008909555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006350554,0.0001288824,0.9889414,0.00004493162,0.00005146289,0.0003333432,0.00106213,0.00003393623,0.0001237467,0.00002470107,0.0006880145,0.008503973],"study_design_scores_gemma":[0.00001117837,0.0001314997,0.9947329,0.00007131727,0.00002908524,0.0009788706,0.002834889,0.00008044589,0.0000388913,0.00002722642,0.001053901,0.000009652719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963908,0.00169273,0.00005630025,0.0006563027,0.00002278811,0.000008851553,0.0001387587,0.000003467898,0.00103005],"genre_scores_gemma":[0.9987323,0.0007557271,0.00005033635,0.0001597929,0.00003874364,0.000004687438,0.0001218335,0.000001369124,0.0001352269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006252439,"threshold_uncertainty_score":0.0124321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943768623324035,"score_gpt":0.2970779928731354,"score_spread":0.2776403066398951,"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."}}