{"id":"W4381377396","doi":"10.2337/db23-1194-p","title":"1194-P: Impact of COVID-19 on Gestational Diabetes Mellitus (GDM) Screening and Outcomes","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Medicine; Coronavirus disease 2019 (COVID-19); Obstetrics; Gynecology; Diabetes mellitus; Pregnancy; Canola; Family medicine; Internal medicine; Gestation; Disease; Endocrinology; Infectious disease (medical specialty); Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009764843,0.0001903819,0.0001987275,0.0005172574,0.0005596741,0.0007733569,0.0005591289,0.0003472077,0.003521448],"category_scores_gemma":[0.004424291,0.000131788,0.0003648809,0.001250672,0.0003383128,0.0002426584,0.0007402012,0.0007256378,0.0002951338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004447005,"about_ca_system_score_gemma":0.007671118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5760285,"about_ca_topic_score_gemma":0.5612352,"domain_scores_codex":[0.999035,0.0001660935,0.00005248021,0.0001102753,0.0003631726,0.000273069],"domain_scores_gemma":[0.9981493,0.0002835649,0.0005825459,0.00007150832,0.0003387238,0.0005743442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003318002,0.00003874576,0.9875668,0.00003803355,0.00006906896,0.00005217632,0.00005586423,0.0001266946,0.00009840449,0.00007331662,0.002303449,0.009245604],"study_design_scores_gemma":[0.00001159953,0.00007006682,0.9986408,0.00003327823,0.00002663421,0.00005239221,0.00008083105,0.0001507258,0.00003948463,0.00002179519,0.000869276,0.000003065496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769345,0.001374625,0.0001735563,0.001619082,0.00008264128,0.00006217974,0.01323787,0.00002902628,0.006486589],"genre_scores_gemma":[0.9934819,0.0004089202,0.000326638,0.0002685672,0.00004319126,0.00004219668,0.00429091,0.00001073574,0.001126889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5760285,"threshold_uncertainty_score":0.8529366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126814617916329,"score_gpt":0.3624827268465614,"score_spread":0.3212145806673981,"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."}}