{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001220366,0.0002437948,0.0002982261,0.0004014444,0.0001165222,0.00003518176,0.000358113,0.0002432784,0.00009371511],"category_scores_gemma":[0.0002943978,0.0002677583,0.00009205027,0.0004030412,0.0001795187,0.000007025453,0.000103842,0.0001986341,0.00006116265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009241422,"about_ca_system_score_gemma":0.000473185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441737,"about_ca_topic_score_gemma":0.05586164,"domain_scores_codex":[0.9977921,0.00008685997,0.0002549996,0.0004747573,0.0000601094,0.001331153],"domain_scores_gemma":[0.9992739,0.00003721413,0.00004847844,0.0003839328,0.0000812143,0.0001752672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005620367,0.00004385245,0.9309633,0.00002697166,0.0001861224,0.00001031944,0.00002341888,0.00004660723,0.02082192,0.001787244,0.03350374,0.01258087],"study_design_scores_gemma":[0.001224884,0.0002288337,0.3066997,0.00008574359,0.00005508142,5.692204e-7,0.000177103,0.0001002064,0.04943739,0.001959578,0.6393756,0.0006553328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661117,0.008595889,0.000001039298,0.002166261,0.0007013055,0.0001814218,0.00004150557,0.00003019588,0.02217071],"genre_scores_gemma":[0.9920191,0.00040824,0.00005380311,0.004263069,0.00005871778,0.00004503049,0.0002028812,0.00002479363,0.002924411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6242636,"threshold_uncertainty_score":0.9999775,"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."}}