{"id":"W2789874777","doi":"10.2337/dc17-0806","title":"Type 1 Diabetes TrialNet: A Multifaceted Approach to Bringing Disease-Modifying Therapy to Clinical Use in Type 1 Diabetes","year":2018,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":82,"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; National Institutes of Health; Juvenile Diabetes Research Foundation International","keywords":"Medicine; Clinical trial; Disease; Type 2 diabetes; Translational research; Natural history; Alternative medicine; Diabetes mellitus; Intensive care medicine; Family medicine; Pathology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004515554,0.0004155373,0.0005380282,0.0001967817,0.0001480856,0.0001749533,0.0004628888,0.0002872223,0.00002118767],"category_scores_gemma":[0.001442628,0.0004091504,0.0002299055,0.0007630771,0.0001085345,0.00002260007,0.0002840958,0.0002027181,0.000156306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005186187,"about_ca_system_score_gemma":0.0001124267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001673229,"about_ca_topic_score_gemma":0.00003455992,"domain_scores_codex":[0.996933,0.0002402637,0.0005313617,0.0009808176,0.0002484052,0.001066178],"domain_scores_gemma":[0.9982252,0.0001108157,0.000121306,0.000679751,0.0003815427,0.0004813869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001634787,0.000219753,0.9365855,0.00004278604,0.0001638329,0.000001036047,0.000385214,0.0002290221,0.03665185,0.000004319716,0.003220367,0.02233281],"study_design_scores_gemma":[0.006516522,0.003398485,0.7640045,0.0004297202,0.0001411219,9.920412e-8,0.001404976,0.003222134,0.06568708,0.00004603698,0.1526785,0.00247078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947119,0.002896226,0.000008274604,0.0001092491,0.0008311471,0.0008523956,0.0001294537,0.00007095872,0.0003903711],"genre_scores_gemma":[0.9946135,0.0001351814,0.0009576932,0.002694806,0.0006526574,0.0001042221,0.0006231393,0.0001035063,0.0001152806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.172581,"threshold_uncertainty_score":0.999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03555334990781008,"score_gpt":0.3038298746860949,"score_spread":0.2682765247782848,"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."}}