{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001970607,0.0002292991,0.0002823925,0.0003294732,0.0003177904,0.0005997765,0.0005248069,0.0004552486,0.0005575569],"category_scores_gemma":[0.005894289,0.0002436049,0.000588408,0.000751349,0.0004993444,0.0002723802,0.000561559,0.0006496927,0.00003989073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002789064,"about_ca_system_score_gemma":0.003621436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.345614,"about_ca_topic_score_gemma":0.4123971,"domain_scores_codex":[0.9984505,0.0006170625,0.00009910923,0.0001790392,0.0003724131,0.0002818261],"domain_scores_gemma":[0.9974931,0.0005318311,0.00117681,0.0001256371,0.0001912769,0.0004811866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000436637,0.0000602034,0.9948192,0.00004288345,0.000171809,0.0000700569,0.0001182499,0.0002167904,0.0001033761,0.00002897218,0.000222426,0.003709403],"study_design_scores_gemma":[0.00002230194,0.0002134879,0.9990054,0.000028365,0.00004962561,0.00005294405,0.0001902926,0.0002893848,0.00002194096,0.000008991827,0.0001130411,0.000004353836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985246,0.000493327,0.00003875709,0.0001924499,0.00001508265,0.00001904053,0.0003921676,0.000002934608,0.0003216293],"genre_scores_gemma":[0.9993538,0.0001989204,0.00007281353,0.00008740475,0.00000689454,0.000009560324,0.000225179,8.728786e-7,0.00004451982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.345614,"threshold_uncertainty_score":0.6872046,"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."}}