{"id":"W2081386193","doi":"10.1002/pdi.1454","title":"Type 1 Diabetes TrialNet: working together to prevent, delay or slow the progression of type 1 diabetes","year":2010,"lang":"en","type":"article","venue":"Practical Diabetes International","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Type 1 diabetes; Autoimmunity; Diabetes mellitus; Population; Autoantibody; Clinical trial; Type 2 diabetes; Disease; Immunology; Internal medicine; Antibody; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006619474,0.000208221,0.000218052,0.00005188707,0.00009163214,0.00009116067,0.0004665074,0.0002159423,0.0005457223],"category_scores_gemma":[0.004063552,0.0001391921,0.0001256393,0.0002377551,0.0001320381,0.00002148437,0.0002853269,0.0003097615,0.00005071365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001174231,"about_ca_system_score_gemma":0.000113458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001736931,"about_ca_topic_score_gemma":0.00001419785,"domain_scores_codex":[0.9983607,0.0001275246,0.0003538776,0.0003679569,0.0003642106,0.0004257117],"domain_scores_gemma":[0.9986725,0.0003393563,0.000229137,0.0003355476,0.0003016302,0.0001218298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000313764,0.0008823522,0.2268736,0.00002506569,0.0007900088,0.000001428363,0.00007527995,0.00004509285,0.6932586,0.0008850515,0.0171265,0.05972323],"study_design_scores_gemma":[0.00116104,0.001444067,0.01092457,0.0001537387,0.0001588758,0.000001027311,0.00007527677,0.001373802,0.379586,0.0007786767,0.603732,0.0006110198],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912619,0.0003293968,0.00001510768,0.003021792,0.001939031,0.000343568,0.00002448476,0.00002132377,0.003043383],"genre_scores_gemma":[0.995491,0.00007261436,0.0016889,0.001129302,0.0005958462,0.00005936235,0.0001273907,0.00003973137,0.0007958463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5866055,"threshold_uncertainty_score":0.5975277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778443768668404,"score_gpt":0.3234691036452437,"score_spread":0.3056846659585596,"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."}}