{"id":"W4408168292","doi":"10.34067/kid.0000000763","title":"Association between Post-Transplant Vitamin D, Metabolic Syndrome, and Post-Transplant Diabetes Mellitus","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Internal medicine; Diabetes mellitus; Metabolic syndrome; National Cholesterol Education Program; Vitamin D and neurology; Quartile; Context (archaeology); Population; vitamin D deficiency; Gastroenterology; Endocrinology; Confidence interval; Biology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007499115,0.0003276423,0.0008479781,0.0004250943,0.0002464383,0.00005906126,0.0001767582,0.0002437605,0.00007079483],"category_scores_gemma":[0.0008525203,0.000269643,0.0001629661,0.0004687099,0.0001368421,0.000149632,0.00008639074,0.0004994128,0.00007131693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498659,"about_ca_system_score_gemma":0.0002294535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001872575,"about_ca_topic_score_gemma":0.00004604751,"domain_scores_codex":[0.9974434,0.000158333,0.0004474999,0.0005022848,0.0006702199,0.0007782109],"domain_scores_gemma":[0.9981712,0.0006375535,0.00009617613,0.0003525704,0.0003555991,0.0003869573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004954419,0.0001415353,0.9648482,0.0008234909,0.002478539,0.0001383186,0.0008258216,2.228418e-7,0.0232727,0.0002224215,0.003425725,0.003773546],"study_design_scores_gemma":[0.001793904,0.000305414,0.9743806,0.0006055922,0.001493825,0.000022943,0.000155402,0.0000115716,0.009488824,0.00009630559,0.01139826,0.0002473885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711257,0.007433145,0.00004061311,0.01760698,0.000239231,0.0007301743,0.001029121,0.0001512549,0.001643813],"genre_scores_gemma":[0.9883869,0.003848469,0.0002181637,0.001424921,0.0001128293,0.00007955264,0.0004274881,0.00003198596,0.005469636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726129,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007971587020772972,"score_gpt":0.2597172831807745,"score_spread":0.2517456961600015,"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."}}