{"id":"W4295078808","doi":"10.1007/s00125-022-05786-3","title":"Infections in the first year of life and development of beta cell autoimmunity and clinical type 1 diabetes in high-risk individuals: the TRIGR cohort","year":2022,"lang":"en","type":"article","venue":"Diabetologia","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institutes of Health; Novo Nordisk; Linköpings Universitet; Academy of Finland; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Mead Johnson Nutrition; Helsingin Yliopisto; Juvenile Diabetes Research Foundation International","keywords":"Medicine; Type 1 diabetes; Autoantibody; Diabetes mellitus; Type 2 diabetes; Cohort; Internal medicine; Immunology; Proportional hazards model; Autoimmunity; Cohort study; Human leukocyte antigen; Antibody; Endocrinology; Antigen","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":[0.001167289,0.0006086297,0.0005442504,0.0005655576,0.0007948936,0.001095161,0.0006138099,0.0006898751,0.001412018],"category_scores_gemma":[0.001692351,0.0005729426,0.001260628,0.0007756781,0.0002903698,0.0005584113,0.0007092282,0.001370155,0.000266441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063573,"about_ca_system_score_gemma":0.0004709054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008894133,"about_ca_topic_score_gemma":0.009180625,"domain_scores_codex":[0.999546,0.0000927431,0.00002970286,0.0001548385,0.0000681592,0.0001085717],"domain_scores_gemma":[0.9986991,0.0001402498,0.0004974705,0.0002472053,0.00006879285,0.0003471556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004298554,0.00004638665,0.9980313,0.00000802572,0.0001234514,0.0001466213,0.00007066956,0.00004193239,0.0002538793,0.00002669254,0.000133388,0.0006877086],"study_design_scores_gemma":[0.00003398914,0.0002723974,0.998292,0.00001231024,0.0001545885,0.0004806584,0.0001738236,0.0002647579,0.00007870845,0.00003377553,0.0001940408,0.000008842895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988635,0.0002145163,0.0001065734,0.00003638809,0.00001259312,0.00000871822,0.0005081996,0.000004852244,0.0002446714],"genre_scores_gemma":[0.9987372,0.0001644776,0.0001556696,0.00003344259,0.00002094533,0.00001209084,0.0006110874,0.000005017596,0.0002601712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008894133,"threshold_uncertainty_score":0.01768476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092462551628065,"score_gpt":0.2418009812378673,"score_spread":0.2308763557215866,"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."}}