{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004804756,0.0002074669,0.0002647743,0.0006770497,0.0004331159,0.0007223767,0.0003340536,0.0002676611,0.001234132],"category_scores_gemma":[0.001341759,0.0002352735,0.0003292707,0.001102961,0.0003133325,0.0005649122,0.0006848508,0.0004472338,0.0001694983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003953319,"about_ca_system_score_gemma":0.0003796472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009941514,"about_ca_topic_score_gemma":0.009074252,"domain_scores_codex":[0.9996002,0.00008352959,0.00004973055,0.0001340223,0.00006469814,0.00006785702],"domain_scores_gemma":[0.9991227,0.00008921415,0.0004898498,0.00006729551,0.00007330407,0.0001576595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003659818,0.00001427037,0.9992931,0.000005666716,0.00001600045,0.00002660793,0.00008513294,0.00001262474,0.00008535284,0.000008442616,0.00006313626,0.0003530075],"study_design_scores_gemma":[0.000006006102,0.00004842139,0.9991716,0.000005329551,0.00001406765,0.0002287019,0.0002719386,0.00009849536,0.00002522706,0.0000121637,0.0001154983,0.00000259398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999099,0.00007343324,0.00004899407,0.000026526,0.000001670994,0.000008319636,0.0005448852,0.000001856155,0.0001953048],"genre_scores_gemma":[0.9993587,0.00005411972,0.0000594851,0.00002581367,0.000004890206,0.000009691284,0.0004455455,0.000001001953,0.00004079171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009941514,"threshold_uncertainty_score":0.01976728,"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."}}