{"id":"W4381377383","doi":"10.2337/db23-1460-p","title":"1460-P: Prevalence of Chronic Kidney Disease Associated with Type 1 Diabetes in the U.S.","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; National Health and Nutrition Examination Survey; Kidney disease; Renal function; Diabetes mellitus; Creatinine; Albuminuria; Internal medicine; Type 2 diabetes; Urology; Endocrinology; Environmental health; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004668074,0.0003052735,0.0001726916,0.001473898,0.0003835979,0.0004915618,0.0004307041,0.000409218,0.004363105],"category_scores_gemma":[0.001178689,0.000201413,0.0003164228,0.002528542,0.0001838556,0.0005318647,0.0005508961,0.0006389719,0.001204148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005168723,"about_ca_system_score_gemma":0.0008289369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03898551,"about_ca_topic_score_gemma":0.03713415,"domain_scores_codex":[0.9994897,0.00009540916,0.00009604263,0.0001063588,0.0001639585,0.0000486032],"domain_scores_gemma":[0.9987348,0.00008818527,0.000573118,0.00004420242,0.0002774199,0.000282314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001830973,0.00003468197,0.9935099,0.00003787267,0.00002599889,0.00002845737,0.00004106404,0.00002110826,0.00009832057,0.00002742487,0.003522486,0.002634322],"study_design_scores_gemma":[0.000003790086,0.00001786349,0.9982974,0.00002589419,0.000009293965,0.000141037,0.00009180611,0.00005715106,0.00002055656,0.00001396651,0.001318772,0.000002474882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068502,0.003454891,0.0003972511,0.001385982,0.0003277061,0.0001402985,0.07464184,0.00009057765,0.0127113],"genre_scores_gemma":[0.9649743,0.001893804,0.001119532,0.001092883,0.0001682494,0.0002219528,0.02781782,0.00001686504,0.002694429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03898551,"threshold_uncertainty_score":0.07751721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878551022941887,"score_gpt":0.2771923713605887,"score_spread":0.2584068611311698,"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."}}