{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002765542,0.0006533188,0.00129921,0.003259788,0.0006300648,0.003023886,0.0007483688,0.001285082,0.04240668],"category_scores_gemma":[0.005353743,0.0003684242,0.0006935493,0.005079322,0.001059653,0.001447733,0.002448317,0.002291578,0.009460419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098011,"about_ca_system_score_gemma":0.00737522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116154,"about_ca_topic_score_gemma":0.007563248,"domain_scores_codex":[0.9971,0.001096211,0.000307288,0.0005207122,0.0006146086,0.0003611612],"domain_scores_gemma":[0.9970326,0.0007018777,0.0005649527,0.0002351099,0.000845907,0.0006195189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006422416,0.0001697975,0.0639786,0.003210065,0.0001631506,0.0002754156,0.0006185352,0.0004677323,0.0002140384,0.04779827,0.5675304,0.3155098],"study_design_scores_gemma":[0.00004145017,0.00006420528,0.1325464,0.00339428,0.00005345242,0.001131627,0.0004306282,0.0003242287,0.0000472916,0.0125925,0.8493457,0.00002828347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01736929,0.3742411,0.01329301,0.1329768,0.01167749,0.002032929,0.06376728,0.001357618,0.3832845],"genre_scores_gemma":[0.2465364,0.4875846,0.01901637,0.03232396,0.01885074,0.003284055,0.06580653,0.0005045352,0.1260929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04240668,"threshold_uncertainty_score":0.1418645,"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."}}