{"id":"W4211258939","doi":"10.1016/j.kint.2019.02.022","title":"Heart failure in chronic kidney disease: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) Controversies Conference","year":2019,"lang":"en","type":"article","venue":"Kidney International","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":435,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seven Oaks General Hospital; London Health Sciences Centre; University of Manitoba; Western University","funders":"Relypsa; Canadian Institutes of Health Research; Abbott Vascular; National Institutes of Health; Akebia Therapeutics; Servier; University of Oxford; Sanofi; Kidney Foundation of Canada; Boston Scientific Corporation; MyoKardia; FibroGen; National Heart, Lung, and Blood Institute; Pfizer; Heart and Stroke Foundation of Canada; University of Pittsburgh; Amgen; Abbott Diagnostics; AstraZeneca; Eli Lilly and Company","keywords":"Kidney disease; Dialysis; Medicine; Heart failure; Ejection fraction; Internal medicine; Cardiology; Heart failure with preserved ejection fraction; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05526572,0.002190516,0.002341408,0.003381825,0.003411,0.01235669,0.004345811,0.01983278,0.01064591],"category_scores_gemma":[0.070563,0.0007718955,0.005062044,0.003307557,0.003752815,0.01069967,0.009956799,0.03201476,0.003794225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008831054,"about_ca_system_score_gemma":0.02188567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00700159,"about_ca_topic_score_gemma":0.01024663,"domain_scores_codex":[0.9835458,0.007610594,0.001801822,0.001051223,0.004385937,0.001604677],"domain_scores_gemma":[0.9463121,0.02690976,0.002015747,0.00101019,0.01644343,0.007308837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001081048,0.00005233209,0.0002239958,0.001382509,0.00007859318,0.00008635626,0.0004557993,0.00009590379,0.00007274923,0.008287743,0.9401281,0.04902782],"study_design_scores_gemma":[0.00007746983,0.00003465578,0.0008011436,0.006296103,0.0001396697,0.00008753219,0.000903416,0.00005896405,0.00008711148,0.009150695,0.9823114,0.00005188663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001963149,0.07808377,0.0002188047,0.8689038,0.05011034,0.00003890108,0.0002027878,0.00002241336,0.002222935],"genre_scores_gemma":[0.008043692,0.1404151,0.002771917,0.7465109,0.095769,0.0003144046,0.001022813,0.0001195955,0.005032671],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05526572,"threshold_uncertainty_score":0.2922766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009857536107536468,"score_gpt":0.2756056033806681,"score_spread":0.2657480672731316,"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."}}