{"id":"W4387771180","doi":"10.1111/dme.15247","title":"Impact of a modified screening approach during the <scp>COVID</scp>‐19 pandemic on the diagnosis and outcomes of gestational diabetes mellitus: A population‐level analysis of 90,518 pregnant women","year":2023,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Canadian VIGOUR Centre; University of Calgary; Alberta Hospital Edmonton; University of Alberta","funders":"Canadian Institutes of Health Research; Government of Alberta; Alberta Health Services; Heart and Stroke Foundation of Canada","keywords":"Medicine; Gestational diabetes; Confidence interval; Odds ratio; Obstetrics; Pandemic; Pregnancy; Diabetes mellitus; Coronavirus disease 2019 (COVID-19); Gestation; Internal medicine; Endocrinology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001696156,0.0002184612,0.0008458989,0.0009084828,0.0001107207,0.000008929082,0.0002192518,0.00005673808,0.0000737675],"category_scores_gemma":[0.004697631,0.0001105646,0.000205812,0.001842585,0.000391286,0.0000510195,0.0001119282,0.0001793957,0.000001162138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039897,"about_ca_system_score_gemma":0.00007251137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003387519,"about_ca_topic_score_gemma":0.00000823591,"domain_scores_codex":[0.9971812,0.0002217195,0.000668921,0.0003075651,0.00115866,0.0004619451],"domain_scores_gemma":[0.9939243,0.004801194,0.0003650522,0.0004514314,0.0002253424,0.0002326873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002670064,0.0001684901,0.9814243,0.0006928784,0.003326027,0.000001587967,0.003241343,0.007687666,0.0007977317,0.0005329103,0.0001690645,0.001931263],"study_design_scores_gemma":[0.001387216,0.0004475063,0.9747908,0.0002904406,0.0007717562,3.128269e-7,0.001676122,0.02005001,0.00005820534,0.0004738789,0.000009672654,0.00004404544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974933,0.0005061819,0.0002081971,0.0004920175,0.00001662028,0.0009133689,0.0001982346,0.0000264124,0.0001456891],"genre_scores_gemma":[0.9979588,0.0006707433,0.0001420222,0.0001471937,0.00002436459,0.0003932559,0.000327067,0.00001947463,0.0003171054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01236234,"threshold_uncertainty_score":0.5623842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08616491252974531,"score_gpt":0.3442231847540005,"score_spread":0.2580582722242553,"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."}}