{"id":"W2090742005","doi":"10.1210/jc.2002-020018","title":"Natural History of β-Cell Autoimmunity in Young Children with Increased Genetic Susceptibility to Type 1 Diabetes Recruited from the General Population","year":2002,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juvenile Diabetes Research Foundation","funders":"","keywords":"Autoantibody; Medicine; Type 1 diabetes; Population; Antibody; Autoimmunity; Diabetes mellitus; Immunology; Confidence interval; Internal medicine; Type 2 diabetes; Gastroenterology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007773392,0.000152768,0.0004831833,0.00005884584,0.00004219894,0.000005751072,0.0005091839,0.0001275733,0.00004889277],"category_scores_gemma":[0.0007818145,0.00008735336,0.0001681171,0.0001403755,0.0002383317,0.000008386657,0.0001040913,0.0005345732,0.000002860475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002707775,"about_ca_system_score_gemma":0.00007537434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074733,"about_ca_topic_score_gemma":0.000601989,"domain_scores_codex":[0.9973744,0.001159134,0.0008383305,0.0001702738,0.0001756164,0.0002822006],"domain_scores_gemma":[0.9984896,0.0002323193,0.0006144856,0.0004144569,0.0001827664,0.00006633931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003242221,0.0003199695,0.9390919,0.000002083727,0.0002644623,0.000001104225,0.0001671694,0.000209295,0.05347888,0.000007252958,0.001363952,0.004769734],"study_design_scores_gemma":[0.001471391,0.0003452017,0.994154,0.00001005352,0.0001782489,0.000004564412,0.00003745114,0.00009508755,0.001820328,0.0000656139,0.001713336,0.0001046914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857728,0.0130332,0.000004205568,0.0003767328,0.0005380512,0.0001771458,0.00001073116,0.00000394219,0.00008317712],"genre_scores_gemma":[0.9969888,0.001405181,0.0003845156,0.0007481275,0.0002983064,0.000002053112,0.00002582587,0.00001478981,0.0001323527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05506216,"threshold_uncertainty_score":0.3562166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041523924314246,"score_gpt":0.2782349901506907,"score_spread":0.2578197509075482,"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."}}