{"id":"W2026599744","doi":"10.5301/jn.2010.1871","title":"The management of left ventricular systolic dysfunction in patients with advanced chronic kidney disease","year":2010,"lang":"en","type":"article","venue":"Journal of Nephrology","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Kidney disease; Ejection fraction; Internal medicine; Hyperkalemia; Pharmacotherapy; Cardiology; Dialysis; Hemodialysis; Intensive care medicine; Heart failure","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001309086,0.00007097932,0.0001746879,0.0001116464,0.00003506788,0.000002652858,0.00007489545,0.00006094134,0.00003406396],"category_scores_gemma":[0.00002291584,0.00003785051,0.00006058169,0.0001066056,0.00008556085,0.00004782769,0.00001512971,0.0003274454,0.000003119275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004515438,"about_ca_system_score_gemma":0.0001295453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001778474,"about_ca_topic_score_gemma":0.000006591401,"domain_scores_codex":[0.9992758,0.00003000402,0.0002792233,0.00006866823,0.000191563,0.0001547635],"domain_scores_gemma":[0.9993461,0.0000176293,0.0002582024,0.0001431363,0.00009606345,0.0001388693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03709204,0.004462474,0.8597576,0.001331156,0.004110275,0.002973991,0.0003506855,0.003072401,0.008416687,0.001963897,0.009039902,0.06742888],"study_design_scores_gemma":[0.01017445,0.001276754,0.9562433,0.000164906,0.0004333416,0.0000845343,0.00003534437,0.00008843611,0.00003061211,0.0001252119,0.03129095,0.00005212765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965292,0.0007598493,0.0000461823,0.001880366,0.0003757935,0.0002091988,0.000001021452,0.000003183734,0.0001951551],"genre_scores_gemma":[0.9991693,0.0003150621,0.00007424139,0.0003251997,0.0000492188,0.000002066958,0.000003828933,0.000007546625,0.0000535105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09648572,"threshold_uncertainty_score":0.1543499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002212818390924532,"score_gpt":0.20635007196325,"score_spread":0.2041372535723255,"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."}}