{"id":"W1982198744","doi":"10.1159/000100489","title":"Relationship between Glomerular Filtration Rate and the Prevalence of Metabolic Abnormalities: Results from the Third National Health and Nutrition Examination Survey (NHANES III)","year":2007,"lang":"en","type":"article","venue":"Nephron Clinical Practice","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Dalhousie University; McMaster University","funders":"","keywords":"Medicine; National Health and Nutrition Examination Survey; Renal function; Kidney disease; Creatinine; Confidence interval; Internal medicine; Population; Urology; Diabetes mellitus; Endocrinology; Gastroenterology; Environmental health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02380259,0.0001191161,0.0003282217,0.00004303588,0.0002287907,0.00004185612,0.00008217977,0.0001351051,0.00001490491],"category_scores_gemma":[0.07087746,0.00007682002,0.00006411473,0.0002170266,0.0004628455,0.0005198655,0.00003799549,0.0003983918,0.000005390045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003205864,"about_ca_system_score_gemma":0.0004749894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008656896,"about_ca_topic_score_gemma":0.00009581807,"domain_scores_codex":[0.9952012,0.002628684,0.001138497,0.0003139128,0.0005436314,0.0001741112],"domain_scores_gemma":[0.9118847,0.0863171,0.0008315888,0.0002884412,0.0004840992,0.0001941381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01316569,0.0008087595,0.9444727,0.0008532004,0.0003602623,0.000003337782,0.004411337,0.000002627123,0.00002367678,0.01356912,0.009410502,0.01291877],"study_design_scores_gemma":[0.006922926,0.000219467,0.9819284,0.0001307322,0.0003150299,0.000003821326,0.0008096086,0.0001290192,0.00003392393,0.00144663,0.007987651,0.00007280784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680698,0.01303728,0.0004055389,0.01575613,0.0001227831,0.0009843586,0.000458971,0.00002516098,0.001139967],"genre_scores_gemma":[0.9901895,0.004204074,0.0004497444,0.003784384,0.0005926677,0.00001427532,0.000591416,0.000008221313,0.0001656996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08368842,"threshold_uncertainty_score":0.936949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106723356500614,"score_gpt":0.4136290927391342,"score_spread":0.3069057362385202,"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."}}