{"id":"W2121595329","doi":"10.2337/dc07-1459","title":"A Risk Score for Type 1 Diabetes Derived From Autoantibody-Positive Participants in the Diabetes Prevention Trial–Type 1","year":2008,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Internal medicine; Autoantibody; Type 1 diabetes; Framingham Risk Score; Stepwise regression; Endocrinology; Immunology; Disease; Antibody","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":[0.009321948,0.001171572,0.001159414,0.001622867,0.000352384,0.0009350259,0.0006023895,0.000827603,0.001455019],"category_scores_gemma":[0.02292248,0.0002769787,0.001180702,0.0009984367,0.0003658318,0.0006513424,0.0009260751,0.00136827,0.0003027655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003265566,"about_ca_system_score_gemma":0.0005889483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005476492,"about_ca_topic_score_gemma":0.00071003,"domain_scores_codex":[0.9945518,0.0034872,0.0004131618,0.0005028706,0.0008966797,0.000148241],"domain_scores_gemma":[0.9835397,0.008854419,0.005084088,0.0007677062,0.0009663635,0.0007878126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007759409,0.0003087868,0.9726404,0.0001060441,0.001415357,0.00007390288,0.00008806283,0.002449431,0.0005995578,0.000168421,0.001378907,0.01301182],"study_design_scores_gemma":[0.002481232,0.0038888,0.9571198,0.00007071337,0.001907383,0.000702848,0.0001036645,0.03073101,0.0008564094,0.001150122,0.0009196164,0.0000682017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925473,0.0005092619,0.004089785,0.0001949953,0.00006121219,0.0002699626,0.001301297,0.00007289537,0.0009532779],"genre_scores_gemma":[0.9915746,0.0001395938,0.005254243,0.00008015163,0.00006575932,0.0003338457,0.002244895,0.00001746921,0.0002894279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009321948,"threshold_uncertainty_score":0.04929972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425901488511826,"score_gpt":0.2776410257736062,"score_spread":0.2533820108884879,"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."}}