{"id":"W2154626801","doi":"10.2337/dc11-0560","title":"Development of Autoantibodies in the TrialNet Natural History Study","year":2011,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Center for Complementary and Alternative Medicine; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; Juvenile Diabetes Research Foundation International; National Institutes of Health; American Diabetes Association","keywords":"Medicine; Natural history; Autoantibody; Diabetes mellitus; Natural (archaeology); Immunology; Internal medicine; Endocrinology; Antibody; Archaeology","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":[0.0001779848,0.00009694741,0.0001296146,0.00003398319,0.00002816947,0.000003780793,0.0002135543,0.00004994829,0.00001288527],"category_scores_gemma":[0.00004189316,0.00007109818,0.00005623697,0.0000501238,0.00003783007,0.000002264602,0.00005463061,0.00005994689,0.000004708938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002438582,"about_ca_system_score_gemma":0.00006743927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001069772,"about_ca_topic_score_gemma":0.0001715361,"domain_scores_codex":[0.99932,0.00006812241,0.00018113,0.000153645,0.0001020455,0.0001750489],"domain_scores_gemma":[0.9996871,0.000008779499,0.00007011614,0.0001735694,0.00004637497,0.00001406614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003031692,0.000396738,0.9191569,0.00004128538,0.0001418037,0.000001459905,0.04239857,0.000001168641,0.02437352,0.00002302283,0.001973356,0.01146187],"study_design_scores_gemma":[0.002086693,0.0004792552,0.8198346,0.00003055476,0.00005312488,7.4577e-8,0.06945599,0.000004997778,0.05023889,0.00001997749,0.05742769,0.000368098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934222,0.003458389,2.773471e-7,0.00000494322,0.0001893145,0.0002073629,0.000006634638,0.000005181031,0.002705693],"genre_scores_gemma":[0.9995303,0.000008772418,0.0001731594,0.0001019917,0.00002188435,0.00003124209,0.0000774149,0.000008518135,0.00004669125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09932223,"threshold_uncertainty_score":0.28993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605242854676999,"score_gpt":0.2257461872254568,"score_spread":0.2096937586786868,"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."}}