{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005237201,0.0001943224,0.0002305529,0.0003685943,0.0001026177,0.0000627992,0.00007267616,0.00007489936,0.00002560575],"category_scores_gemma":[0.000116421,0.0001300026,0.00001930981,0.000351577,0.00007327164,0.00020948,0.00009527551,0.0002220562,0.00001913044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275654,"about_ca_system_score_gemma":0.0001369556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005626507,"about_ca_topic_score_gemma":0.00008396052,"domain_scores_codex":[0.9985551,0.0001299752,0.0002488123,0.0003153855,0.0002944462,0.000456299],"domain_scores_gemma":[0.9994806,0.0002209906,0.00005637462,0.00006876057,0.00004092775,0.0001323607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002949304,0.00007368065,0.9879681,0.0001387843,0.00002580073,0.009521821,0.0007725701,0.00009068143,0.0001632538,0.0001280692,0.00004482236,0.000777417],"study_design_scores_gemma":[0.001808023,0.0004377104,0.9937798,0.00004370178,0.00002164494,0.002024312,0.000609005,0.0008356765,0.0001083968,0.0001786703,0.000008527993,0.0001445199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988239,0.0001798948,0.000002152645,0.0003490025,0.00002703293,0.0003519007,0.00005487593,0.00003776228,0.000173501],"genre_scores_gemma":[0.9986455,0.0002892579,0.0003974545,0.0002012067,0.00002845036,0.0000757449,0.0001235905,0.00001697187,0.0002217933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007497509,"threshold_uncertainty_score":0.5301355,"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."}}