{"id":"W4296620519","doi":"10.1038/s41572-022-00397-z","title":"Adult-onset autoimmune diabetes","year":2022,"lang":"fi","type":"review","venue":"Nature Reviews Disease Primers","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Universität Ulm; Deutsche Forschungsgemeinschaft; Ministry of Education - Singapore","keywords":"Autoimmune diabetes; Diabetes mellitus; Medicine; Pediatrics; Type 1 diabetes; Endocrinology","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001222268,0.001789223,0.003377203,0.0002364597,0.0005686409,0.0001689574,0.001853165,0.001748649,0.002649591],"category_scores_gemma":[0.002753503,0.001609746,0.004251187,0.001031932,0.0002645163,0.00001752433,0.001058081,0.002927127,0.0005061739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003102119,"about_ca_system_score_gemma":0.001499449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000767817,"about_ca_topic_score_gemma":0.000003513008,"domain_scores_codex":[0.9918094,0.001883922,0.001837248,0.002119398,0.000784224,0.00156576],"domain_scores_gemma":[0.9947178,0.000151835,0.001811446,0.002234011,0.000180289,0.0009046291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004164608,0.0006442956,0.0005920373,0.01925883,0.001661817,0.00001989817,0.00001366814,0.000001963369,0.00004634358,0.00007942665,0.06810764,0.9095324],"study_design_scores_gemma":[0.000602856,0.0001656516,0.0002200889,0.005280434,0.004243471,0.000002036705,0.0000243432,0.000007499382,0.00001309528,0.00003820936,0.9876402,0.001762137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003111259,0.9893362,0.00000168143,0.0004656314,0.001898728,0.003350772,0.002019236,0.00006081748,0.00255579],"genre_scores_gemma":[0.000385439,0.9727225,0.0001446799,0.003790496,0.0004784964,0.001273991,0.01809542,0.0002831887,0.002825807],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9195325,"threshold_uncertainty_score":0.9995473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133807495581248,"score_gpt":0.2859186873491099,"score_spread":0.2745806123932975,"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."}}