{"id":"W4308569326","doi":"10.1007/s00592-022-02000-z","title":"Impact of Covid-19 on rates of gestational diabetes in a North American pandemic epicenter","year":2022,"lang":"en","type":"article","venue":"Acta Diabetologica","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine; Héma-Québec; Institut National de Santé Publique du Québec; Université de Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Gestational diabetes; Medicine; Diabetes mellitus; Pandemic; Population; Obstetrics; Gestational age; Pregnancy; Gestation; Internal medicine; Coronavirus disease 2019 (COVID-19); Endocrinology; Environmental health; Disease; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001014729,0.0001671192,0.0001713374,0.0004831184,0.0004900159,0.0008047731,0.0004629432,0.0006524968,0.003645704],"category_scores_gemma":[0.003834374,0.0001394793,0.0004521236,0.0008124661,0.0002302603,0.0004749029,0.001382183,0.001081765,0.0002702567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341658,"about_ca_system_score_gemma":0.001914685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07190929,"about_ca_topic_score_gemma":0.07240363,"domain_scores_codex":[0.9991848,0.0002285259,0.00005712424,0.00009853734,0.0001203942,0.0003105594],"domain_scores_gemma":[0.9980409,0.0002608862,0.0005648325,0.0001152459,0.0003202257,0.0006979594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003692975,0.0001125119,0.9827947,0.00004232032,0.00006579615,0.0001524031,0.0002014662,0.000287722,0.000174072,0.0004088199,0.0041594,0.01123146],"study_design_scores_gemma":[0.00001085752,0.00006165903,0.9960602,0.00005719869,0.00002363588,0.00005988824,0.0006578317,0.0002824559,0.00006032457,0.00008439805,0.002634721,0.000006799308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699873,0.001912886,0.0001803107,0.006221116,0.0003582553,0.00003666932,0.008202489,0.00002441001,0.0130766],"genre_scores_gemma":[0.9942613,0.0008140467,0.0001294106,0.0007151617,0.00009665683,0.00002507454,0.002791306,0.000009516571,0.001157616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07190929,"threshold_uncertainty_score":0.1429815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04836036131346373,"score_gpt":0.3719309482253234,"score_spread":0.3235705869118597,"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."}}