{"id":"W4406776652","doi":"10.1111/ppe.13170","title":"The Association Between Gestational Age and Type 1 Diabetes Mellitus in Children and Adolescents: A Systematic Review and Network Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"Paediatric and Perinatal Epidemiology","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational age; Odds ratio; Gestational diabetes; Pediatrics; Meta-analysis; Type 1 diabetes; Cochrane Library; Incidence (geometry); Obstetrics; Gestation; Pregnancy; Diabetes mellitus; Internal medicine; 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":[0.002609709,0.0003381726,0.003207216,0.0001000856,0.000141614,0.00003121905,0.0001279095,0.0004262502,0.000001789939],"category_scores_gemma":[0.00276158,0.0002243603,0.0003410015,0.0004372815,0.0001012073,0.000005781229,0.0002282685,0.0002528754,6.506347e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000211558,"about_ca_system_score_gemma":0.00005288166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002965861,"about_ca_topic_score_gemma":0.00002899494,"domain_scores_codex":[0.9967229,0.001510517,0.0007756262,0.0005272794,0.00007106975,0.0003926303],"domain_scores_gemma":[0.9969189,0.002156656,0.0006060246,0.0001843265,0.00004580457,0.00008826495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000581398,0.00002630492,0.3925943,0.4616213,0.09161557,0.000001962838,0.00001421902,0.000005293136,3.496172e-8,0.0003503642,0.0008974508,0.05286743],"study_design_scores_gemma":[0.0007424321,0.000295986,0.1315207,0.02016732,0.7620394,0.00001042232,0.0000173484,0.00002631257,4.017885e-8,0.001005417,0.08275587,0.001418776],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006469291,0.9980782,0.000006500577,0.0001691128,0.00003205117,0.0008433258,0.0002064679,0.000005407203,0.00001200817],"genre_scores_gemma":[0.001258019,0.9972829,0.00004197155,0.0003596145,0.00008662808,0.0001443989,0.0007002351,0.0000136639,0.0001125241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6704237,"threshold_uncertainty_score":0.9149147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815903723570809,"score_gpt":0.2975956777573386,"score_spread":0.2794366405216305,"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."}}