{"id":"W4381337798","doi":"10.2337/db23-420-p","title":"420-P: Longitudinal Trajectories of Tubular Biomarkers in Type 1 Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renal function; Medicine; Biomarker; Internal medicine; Diabetes mellitus; Urology; Endocrinology; Type 1 diabetes; Type 2 diabetes; Urine; Urinary system; Excretion; Gastroenterology; Biology","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":[0.001521367,0.000292603,0.000248051,0.0005217494,0.0003808852,0.0007154169,0.0003322325,0.0004876168,0.001927324],"category_scores_gemma":[0.002630183,0.0002054629,0.0004584964,0.001183129,0.0001411857,0.0004714734,0.0005284678,0.0007550842,0.0004058521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002827227,"about_ca_system_score_gemma":0.0004303218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007933541,"about_ca_topic_score_gemma":0.004722195,"domain_scores_codex":[0.9996551,0.0001112003,0.00002389023,0.00009628479,0.00005752976,0.00005595813],"domain_scores_gemma":[0.9980493,0.0002766466,0.0007890728,0.0002247985,0.0003529531,0.0003072936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004861104,0.00002737484,0.9963132,0.00001130161,0.00008432526,0.00002102512,0.00002718039,0.0001014521,0.0001812602,0.00001959717,0.0001634955,0.00256361],"study_design_scores_gemma":[0.00001435764,0.0002174943,0.9982597,0.00001201707,0.00007381681,0.0001191982,0.00004423189,0.0005823488,0.000137591,0.00007089077,0.0004638163,0.000004409886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949582,0.0007564056,0.0006102397,0.0001493267,0.00001588716,0.00001719896,0.002843607,0.00001818218,0.0006308742],"genre_scores_gemma":[0.9959548,0.0002484937,0.0004644834,0.00006013932,0.00002075212,0.00002961501,0.002455053,0.000007420688,0.0007593305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007933541,"threshold_uncertainty_score":0.01577473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896231115007695,"score_gpt":0.271044972772631,"score_spread":0.252082661622554,"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."}}