{"id":"W4416040510","doi":"10.1016/j.jcjd.2025.11.001","title":"General Population Screening for Type 1 Diabetes in Canada---CanScreenT1D","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto; University of Calgary; Children's Hospital of Eastern Ontario; University of Ottawa; Université Laval; University of Alberta","funders":"Canadian Institutes of Health Research; Juvenile Diabetes Research Foundation Canada","keywords":"Type 1 diabetes; Population; Diabetes mellitus; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0003672825,0.0003930923,0.0004688246,0.001340992,0.001829794,0.0008136825,0.0008840426,0.0005587824,0.00704786],"category_scores_gemma":[0.001080213,0.0003711462,0.0007420732,0.004665284,0.0003272896,0.0003491469,0.0005965516,0.0007739825,0.0008980001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01490999,"about_ca_system_score_gemma":0.01944527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991919,"about_ca_topic_score_gemma":0.9938722,"domain_scores_codex":[0.9992505,0.00004576341,0.00005480695,0.0001236997,0.0002616442,0.0002636757],"domain_scores_gemma":[0.9989884,0.00003143846,0.0001062184,0.00002183012,0.0004780519,0.0003740592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000946449,0.0001100225,0.9713731,0.000119577,0.00005775559,0.0002749244,0.0002369068,0.00009736099,0.0002323372,0.0001451578,0.01505807,0.01220003],"study_design_scores_gemma":[0.00002068732,0.0000354597,0.9964629,0.0000755743,0.00003766596,0.0001639593,0.0005321383,0.0001076836,0.00003744169,0.00004014115,0.002479013,0.00000746258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8583797,0.005593253,0.0005104376,0.005813822,0.0002805182,0.0004070044,0.09932415,0.00018891,0.02950229],"genre_scores_gemma":[0.9670746,0.003393862,0.0007748202,0.002501589,0.00005093257,0.000113697,0.01491352,0.00003155366,0.01114551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490999,"threshold_uncertainty_score":0.10818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009166729390355456,"score_gpt":0.2265399471130718,"score_spread":0.2173732177227164,"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."}}