{"id":"W4415178561","doi":"10.58931/cdet.2025.3240","title":"Autoantibodies in Type 1 Diabetes","year":2025,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Diabetes Canada","keywords":"Autoantibody; Type 1 diabetes; Autoimmunity; Autoimmune disease; Disease; Immune system; Antibody; Immunopathology","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":[0.001574249,0.0003660645,0.0006562875,0.001230548,0.0005169348,0.001002744,0.0005327279,0.001346921,0.004988119],"category_scores_gemma":[0.002464603,0.0001164545,0.0002519625,0.00193354,0.0008084564,0.0005790011,0.000720425,0.002103234,0.001486961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013466,"about_ca_system_score_gemma":0.002029215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610155,"about_ca_topic_score_gemma":0.01362057,"domain_scores_codex":[0.9993456,0.0001947737,0.00006385925,0.00007079044,0.0002202876,0.0001047378],"domain_scores_gemma":[0.9988871,0.0004096709,0.0001542123,0.00003868862,0.0002506153,0.0002597038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004856562,0.0001768971,0.02559798,0.002803586,0.000118716,0.0030078,0.0005639994,0.0003429577,0.001281205,0.02930789,0.2074171,0.7288961],"study_design_scores_gemma":[0.00007146772,0.000157759,0.03615393,0.004744967,0.0001231285,0.008942253,0.0004074281,0.0001491674,0.000246043,0.01721387,0.9317532,0.00003679849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005459227,0.9218146,0.0008840684,0.0312378,0.005286082,0.00001915002,0.0003501332,0.00005343189,0.03489552],"genre_scores_gemma":[0.0815318,0.8808468,0.001747955,0.01367939,0.01012685,0.00004315571,0.0005963242,0.00002227101,0.01140546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01610155,"threshold_uncertainty_score":0.03201562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004735377089316657,"score_gpt":0.224548684169219,"score_spread":0.2198133070799023,"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."}}