{"id":"W4414356664","doi":"10.2337/dc25-0773","title":"Dementia Risk in People With Type 1 Diabetes and Associated Risk Factors: A Nationwide, Register-Based Cohort Study","year":2025,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Shionogi; Novo Nordisk; Sanofi; McMaster University; Amgen; Pfizer; European Foundation for the Study of Diabetes; AstraZeneca; Diabetes Fonds; Eli Lilly and Company","keywords":"Dementia; Type 1 diabetes; Diabetes mellitus; Cohort study; Case-control study; Risk factor; Cohort; Type 2 diabetes","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001149789,0.00044958,0.0006940326,0.0009730323,0.000821092,0.0009017723,0.0004947077,0.0006789821,0.0009442559],"category_scores_gemma":[0.00231777,0.0007585229,0.0009951825,0.002491696,0.000220209,0.0006714887,0.0005352375,0.0008590094,0.0003485559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005274744,"about_ca_system_score_gemma":0.0007826646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03529752,"about_ca_topic_score_gemma":0.04730862,"domain_scores_codex":[0.9992461,0.0001750241,0.0001067189,0.0002039698,0.0001655037,0.000102726],"domain_scores_gemma":[0.998854,0.0001173705,0.0004951733,0.0002228193,0.0001850867,0.0001255381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003009127,0.000132644,0.9971343,0.00002495882,0.0002957342,0.0001197225,0.0001129175,0.00004025705,0.0001638587,0.00001804596,0.0003707579,0.001285872],"study_design_scores_gemma":[0.0000766091,0.0001400575,0.9986338,0.00001916661,0.0002163701,0.0002437115,0.000125916,0.000181302,0.00003112942,0.00001745603,0.0003056023,0.000008826935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955617,0.0005719876,0.0001849534,0.00005321594,0.00002260765,0.0000597176,0.003085284,0.00001026264,0.0004502297],"genre_scores_gemma":[0.9942614,0.0007392306,0.0004312013,0.00006896261,0.00003100315,0.0001090226,0.003828663,0.000005097517,0.0005252957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03529752,"threshold_uncertainty_score":0.07018411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008805532857926093,"score_gpt":0.2636430124747326,"score_spread":0.2548374796168065,"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."}}