{"id":"W2617588993","doi":"10.1093/ndt/gfx170.mp371","title":"MP371PREVALENCE OF HYPERKALEMIA IN DOPPS: A REAL-WORLD, INTERNATIONAL COHORT OF HEMODIALYSIS PATIENTS","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hyperkalemia; Hemodialysis; Cohort; Internal medicine; Cohort study; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002436046,0.0001220259,0.0004684531,0.0004745326,0.0000529004,0.000005724737,0.0002077616,0.0001712193,0.0001087892],"category_scores_gemma":[0.00007288374,0.0001116125,0.0001627756,0.0001741063,0.0002475514,0.0001186799,0.00001376693,0.000142441,0.000005996135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003987077,"about_ca_system_score_gemma":0.00006034705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405439,"about_ca_topic_score_gemma":0.001697693,"domain_scores_codex":[0.9986893,0.00007255733,0.0005465909,0.0002505168,0.0002859343,0.0001551027],"domain_scores_gemma":[0.9989371,0.00008693924,0.000414807,0.0003528044,0.0001597454,0.00004854735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009581971,0.0003383404,0.9841656,0.0001208026,0.0003751305,0.00001290936,0.0006629743,0.000160166,0.008905549,0.00008572631,0.00002110406,0.004193477],"study_design_scores_gemma":[0.004218186,0.00008896972,0.9904238,0.00008544967,0.001102915,0.000003021601,0.00002118077,0.0004907282,0.003328363,0.0001116089,0.00004337323,0.00008241212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99008,0.0000373501,0.0001008947,0.0003879656,0.0001505518,0.0002513109,0.00005467003,0.00001274968,0.008924519],"genre_scores_gemma":[0.9959488,0.003123988,0.000284699,0.0001022376,0.00002948665,0.0000229139,0.0003555254,0.000009857212,0.0001225068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008802012,"threshold_uncertainty_score":0.4551427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009194785093776869,"score_gpt":0.2733684910374217,"score_spread":0.2641737059436449,"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."}}