{"id":"W4417180880","doi":"10.33844/cjm.2025.6053","title":"Electrolytes and Mortality in Critically Ill Patients with Acute Kidney Injury: A Prospective Multi-Center Study from Sudan","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Medicine","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyperkalemia; Critically ill; Acute kidney injury; Kidney disease; Mortality rate; Electrolyte Disorder; Diabetes mellitus; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009927418,0.0004164234,0.0005381533,0.0008814705,0.001230654,0.0007133503,0.0003440513,0.000371826,0.0006360645],"category_scores_gemma":[0.001123236,0.0004183085,0.0004720013,0.001543564,0.0002843916,0.0005607695,0.0008931286,0.0005482895,0.0001256841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007000113,"about_ca_system_score_gemma":0.0007887723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019414,"about_ca_topic_score_gemma":0.01571518,"domain_scores_codex":[0.9995377,0.0001506086,0.00007065538,0.00006075153,0.00007086262,0.0001093958],"domain_scores_gemma":[0.9993592,0.00007441245,0.0002652136,0.00003790456,0.00009827795,0.0001649768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005851908,0.00004812129,0.999184,0.000008845403,0.00002840789,0.00007376215,0.0001268981,0.00001169188,0.0001385001,0.000006737371,0.00003837006,0.0002762197],"study_design_scores_gemma":[0.00001094373,0.0001248755,0.9989303,0.00001023854,0.00002216812,0.0001719625,0.0004993998,0.00008729666,0.00002404042,0.000008208182,0.0001069818,0.000003651694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995719,0.0001212744,0.00002696388,0.00003077316,0.000003092696,0.00001371137,0.0001466043,6.323698e-7,0.00008505621],"genre_scores_gemma":[0.9994076,0.0001368833,0.00008742203,0.00004804634,0.000008747461,0.00002268205,0.0002454282,5.927005e-7,0.0000425851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019414,"threshold_uncertainty_score":0.02026963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005722498523515167,"score_gpt":0.2670170142033232,"score_spread":0.2612945156798081,"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."}}