{"id":"W2127326270","doi":"10.1093/ndt/gfu167","title":"CKD GENERAL AND CLINICAL EPIDEMIOLOGY 2","year":2014,"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":"University of British Columbia; Queen's University","funders":"","keywords":"Medicine; Epidemiology; Intensive care medicine; Kidney disease; MEDLINE; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009114215,0.0001152895,0.0005104132,0.0001139402,0.00006547423,0.000002637667,0.00003744084,0.0004020068,0.00006552578],"category_scores_gemma":[0.0001836529,0.00009185761,0.0001467366,0.00009552044,0.0002522336,0.00003872731,0.000004591505,0.0002479079,0.00004985009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007181113,"about_ca_system_score_gemma":0.00002356246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004602362,"about_ca_topic_score_gemma":0.00006925107,"domain_scores_codex":[0.9983422,0.0005754291,0.0004855041,0.0003062354,0.00006122044,0.00022941],"domain_scores_gemma":[0.9988328,0.0007504476,0.000100601,0.0001488987,0.0000295533,0.0001377007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001090078,0.0001987643,0.9185912,0.00008226252,0.0006190217,0.00002859487,0.0003181052,0.0001173787,0.002534832,0.003930218,0.001468242,0.07102128],"study_design_scores_gemma":[0.004071102,0.0004753981,0.9758904,0.00001024453,0.001728008,0.0001306184,0.000009384615,0.00698774,0.00005240754,0.00178349,0.008740877,0.0001203236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785444,0.0002703237,0.01197432,0.005222184,0.0001972792,0.0001295825,0.000003727747,0.00006969012,0.003588455],"genre_scores_gemma":[0.9826151,0.003988502,0.001984308,0.01076162,0.0002651349,0.00001022306,0.000217705,0.00001147235,0.0001459625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07090096,"threshold_uncertainty_score":0.3745845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430344376648855,"score_gpt":0.3274862021642394,"score_spread":0.3031827583977508,"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."}}