{"id":"W2137720790","doi":"10.2337/dc10-1494","title":"Islet Autoantibody Seroconversion in the DPT-1 Study","year":2011,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Autoantibody; Seroconversion; Diabetes mellitus; Islet; Immunology; Type 1 diabetes; Prediabetes; Internal medicine; Antibody; Endocrinology; Type 2 diabetes","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00224554,0.0005582543,0.0007519972,0.0004278836,0.0004991583,0.001045382,0.0005411575,0.0008065085,0.001138515],"category_scores_gemma":[0.003647723,0.0005234049,0.0008918335,0.0009882268,0.0002620094,0.0005253434,0.0005993291,0.001739074,0.0002150331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003162288,"about_ca_system_score_gemma":0.0004081647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666663,"about_ca_topic_score_gemma":0.002307729,"domain_scores_codex":[0.9984536,0.0006122507,0.0001148945,0.0004147947,0.0002246764,0.0001797],"domain_scores_gemma":[0.9965976,0.00055778,0.001915084,0.0002825965,0.0001789796,0.0004678693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099643,0.00006014487,0.9966948,0.00003589083,0.0002845695,0.000147245,0.00003431926,0.0000535714,0.0001135828,0.00003171901,0.0002677462,0.001176767],"study_design_scores_gemma":[0.0001937008,0.0006097357,0.9973146,0.00003693348,0.0002482994,0.0008107382,0.0000571356,0.0001909332,0.00008533728,0.00005188046,0.0003947417,0.000005794413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941041,0.003563912,0.0001620441,0.0001410626,0.00006989167,0.00002103843,0.0009127419,0.00001033865,0.001014935],"genre_scores_gemma":[0.9980884,0.0007040906,0.0001068808,0.00007601372,0.000058447,0.00001431995,0.0006611118,0.000004485334,0.0002860953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002666663,"threshold_uncertainty_score":0.01187575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008699249811444348,"score_gpt":0.2226262936439911,"score_spread":0.2139270438325468,"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."}}