{"id":"W2170472882","doi":"10.2337/diacare.29.03.06.dc05-1006","title":"Patterns of Metabolic Progression to Type 1 Diabetes in the Diabetes Prevention Trial–Type 1","year":2006,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Diabetes mellitus; Internal medicine; Type 2 diabetes; Type 1 diabetes; Area under the curve; Endocrinology; Gastroenterology; C-peptide; Clinical trial; Metabolic control analysis","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":[0.003615739,0.0002880545,0.0006370473,0.0004478139,0.0003714943,0.0007643692,0.0002668109,0.0005526835,0.00104872],"category_scores_gemma":[0.006949699,0.0002270005,0.0004816476,0.0009649213,0.0001990967,0.0005439703,0.0004440311,0.001112664,0.0001581473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400306,"about_ca_system_score_gemma":0.0003574217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139308,"about_ca_topic_score_gemma":0.001682991,"domain_scores_codex":[0.9981835,0.001002914,0.0001302199,0.0002763047,0.0002804447,0.0001266106],"domain_scores_gemma":[0.9960364,0.0008069117,0.002183152,0.0002497719,0.0002872103,0.0004366389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004556117,0.0001182444,0.9857686,0.00007612969,0.0003017994,0.00006488644,0.0000791388,0.0001436567,0.0003613643,0.00004257809,0.0003934588,0.008093991],"study_design_scores_gemma":[0.0002070884,0.0005031506,0.9982488,0.00002308753,0.0001153517,0.0001816222,0.00004451562,0.0003302076,0.00007852937,0.00005409938,0.0002074268,0.000006244137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955706,0.002092015,0.0003101153,0.0001965825,0.0000238312,0.00005692543,0.0008152166,0.00001620256,0.0009184158],"genre_scores_gemma":[0.9973345,0.000408595,0.0004455886,0.00008379028,0.0000356269,0.00006172195,0.001312476,0.000009162214,0.000308553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003615739,"threshold_uncertainty_score":0.01912206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006680463544279323,"score_gpt":0.2548241958498726,"score_spread":0.2481437323055933,"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."}}