{"id":"W4206219549","doi":"10.2337/dc21-1883","title":"Early Trajectory of Estimated Glomerular Filtration Rate and Long-term Advanced Kidney and Cardiovascular Complications in Type 1 Diabetes","year":2022,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Renal function; Mace; Diabetes mellitus; Hazard ratio; Type 2 diabetes; Internal medicine; Kidney disease; Incidence (geometry); Surgery; Urology; Confidence interval; Endocrinology; Myocardial infarction; Conventional PCI","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001977288,0.0003703691,0.0003926711,0.0003968851,0.0003541022,0.0007570743,0.0004380019,0.000577677,0.0008196423],"category_scores_gemma":[0.004558922,0.0002505809,0.0005084206,0.0009100345,0.0001880302,0.000492579,0.0006388105,0.001268998,0.0001496282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003402948,"about_ca_system_score_gemma":0.0003935964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241021,"about_ca_topic_score_gemma":0.004835806,"domain_scores_codex":[0.9993766,0.0002350855,0.0000600169,0.000131039,0.0001116779,0.00008568622],"domain_scores_gemma":[0.9963644,0.0006829444,0.001903233,0.0002650816,0.00028191,0.0005024506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007725189,0.0001042976,0.9970942,0.00001354832,0.0001152281,0.00002111833,0.00002323735,0.0001489476,0.0001192691,0.00001342957,0.0000534016,0.001520941],"study_design_scores_gemma":[0.00001464048,0.0001542823,0.9992156,0.000006644992,0.00004282585,0.00006060663,0.00002320003,0.0003461843,0.00004930725,0.00002394912,0.00005916458,0.000003522344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998268,0.0007246806,0.0001771502,0.00006765068,0.000009123874,0.000009895092,0.0004551215,0.00000552464,0.0002827477],"genre_scores_gemma":[0.9987221,0.0002361173,0.0002468939,0.00002752928,0.00001754336,0.00001180237,0.000572932,0.000002057855,0.0001629696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004241021,"threshold_uncertainty_score":0.01045704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217187240176782,"score_gpt":0.2495210108700507,"score_spread":0.2373491384682829,"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."}}