{"id":"W4402048118","doi":"10.2196/54429","title":"Prevalence and Risk Factors of Chronic Kidney Disease in Patients With Type 2 Diabetes in China: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Medicine; Kidney disease; Environmental health; Type 2 diabetes; Diabetes mellitus; Disease; Internal medicine; Endocrinology; Pathology","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":[0.001194745,0.0003720733,0.0004417279,0.0009795116,0.0008382034,0.0005238451,0.0004417203,0.0004586977,0.000792518],"category_scores_gemma":[0.001236151,0.0004803952,0.0004599552,0.001871485,0.0003175445,0.0005897467,0.0004815042,0.0004816178,0.0001181913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008360386,"about_ca_system_score_gemma":0.001239802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03838871,"about_ca_topic_score_gemma":0.04666162,"domain_scores_codex":[0.9993219,0.0001151773,0.0001158732,0.0001750392,0.0001556858,0.0001162835],"domain_scores_gemma":[0.9989464,0.0001055452,0.0003302008,0.0001082571,0.0001918513,0.0003177777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001092308,0.00001556916,0.9996516,0.000004940383,0.00001805227,0.00001507887,0.00004092811,0.000007214071,0.00003782341,0.000003787472,0.00003085173,0.0001633028],"study_design_scores_gemma":[0.000002731012,0.00002395482,0.9997011,0.00000230833,0.00001221208,0.0000442676,0.00009945326,0.00004916593,0.000009358288,0.000004721512,0.00004910389,0.000001495826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987921,0.0001692072,0.00006233713,0.00004955982,0.000006626859,0.00003019465,0.0005702144,0.000002476916,0.0003171706],"genre_scores_gemma":[0.9990439,0.0001169862,0.00009303394,0.0000678795,0.00001116032,0.00003108506,0.0005306074,8.722119e-7,0.0001044391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03838871,"threshold_uncertainty_score":0.07633048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177116889188573,"score_gpt":0.2940174010009107,"score_spread":0.282246232109025,"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."}}