{"id":"W4386469412","doi":"10.1177/10935266231194697","title":"Maternal Hemoglobin A1c in the Third-Trimester May Underestimate Maternal Hyperglycemia and Its Impact on Offspring in Perinatal Demise Associated With Gestational Diabetes Mellitus: An Autopsy Case Series","year":2023,"lang":"en","type":"article","venue":"Pediatric and Developmental Pathology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Obstetrics; Glycemic; Pregnancy; Gestational diabetes; Gestational age; Diabetes mellitus; Offspring; Gestation; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008278831,0.0007179921,0.0003729695,0.002118498,0.0009420198,0.0007794251,0.0006615174,0.001020377,0.001363015],"category_scores_gemma":[0.004871655,0.0005517075,0.0004101271,0.000703566,0.0008355698,0.0006811328,0.0007965135,0.0009100357,0.0003619158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004563342,"about_ca_system_score_gemma":0.0004241398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709032,"about_ca_topic_score_gemma":0.002128599,"domain_scores_codex":[0.9995709,0.0001055905,0.00009220533,0.00007746672,0.00006787749,0.00008593204],"domain_scores_gemma":[0.9978484,0.0008091328,0.0006976139,0.0002567876,0.0001568516,0.0002311784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.00009800444,0.00006533566,0.4812504,0.00004623419,0.00002651332,0.5124966,0.00075272,0.00007624605,0.001158222,0.0001037531,0.000168694,0.003757274],"study_design_scores_gemma":[0.000008289229,0.0001417704,0.0878488,0.00005088084,0.00006117923,0.9090748,0.0008284078,0.0002469293,0.001157463,0.0001150032,0.0004526683,0.00001384379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975279,0.0008285983,0.0005067536,0.0001031765,0.00002859688,0.00002657544,0.00004149045,0.00001043674,0.000926602],"genre_scores_gemma":[0.9986638,0.0006397734,0.0003830683,0.0000553532,0.0000512879,0.000005056299,0.00004662176,0.000004122861,0.0001509301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002118498,"threshold_uncertainty_score":0.004559696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833306933841885,"score_gpt":0.2926927093879409,"score_spread":0.2743596400495221,"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."}}