{"id":"W2619080451","doi":"10.1093/ndt/gfx151.sp498","title":"SP498INTERNATIONAL VARIABILITY IN THE PREVALENCE OF HYPOKALEMIA AMONG PATIENTS ON PERITONEAL DIALYSIS (PD): RESULTS FROM THE PDOPPS","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Hypokalemia; Internal medicine; Dialysis; Hemodialysis; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008094322,0.0002316109,0.0002429763,0.0008518537,0.0003676956,0.0008652486,0.0004058941,0.0003026685,0.003624188],"category_scores_gemma":[0.002995942,0.0001643136,0.0005816147,0.00142311,0.0002665948,0.0004000867,0.0009977919,0.0004113902,0.0005178406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900098,"about_ca_system_score_gemma":0.0003587633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006057904,"about_ca_topic_score_gemma":0.003872447,"domain_scores_codex":[0.9993215,0.0001539256,0.0001130601,0.0001780088,0.0001537397,0.0000798152],"domain_scores_gemma":[0.9977848,0.0003705526,0.001067123,0.000239441,0.0003136408,0.0002244611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009865445,0.00001224869,0.9980615,0.00001094831,0.0000461177,0.00003943445,0.000120749,0.00003911797,0.0001331394,0.00001465784,0.0001495576,0.00127389],"study_design_scores_gemma":[0.000004009395,0.00003544775,0.9991336,0.000007952438,0.00001570951,0.0002102279,0.0002194454,0.00009680461,0.00005273566,0.00002138345,0.000200148,0.000002610028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960588,0.00008793255,0.0002118876,0.00005316377,0.000004484993,0.00001452206,0.002247027,0.000008650619,0.001313557],"genre_scores_gemma":[0.9983805,0.00004781664,0.00009575351,0.00001969083,0.000004636039,0.00001665461,0.001225104,0.000004556005,0.00020535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006057904,"threshold_uncertainty_score":0.01212418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04547392622664066,"score_gpt":0.3481335051735706,"score_spread":0.30265957894693,"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."}}