{"id":"W4283813348","doi":"10.1016/j.msard.2022.104028","title":"COVID-19 in the pregnant or postpartum MS patient: Symptoms and outcomes","year":2022,"lang":"en","type":"letter","venue":"Multiple Sclerosis and Related Disorders","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Multiple Sclerosis Society of Canada; University of British Columbia","funders":"Alvin J. Siteman Cancer Center; National Cancer Institute; National Multiple Sclerosis Society; National Center for Advancing Translational Sciences; Multiple Sclerosis Society of Canada; U.S. Department of Defense","keywords":"Medicine; Pregnancy; Postpartum period; Multiple sclerosis; Obstetrics; Coronavirus disease 2019 (COVID-19); Propensity score matching; Young adult; Internal medicine; Disease; Infectious disease (medical specialty); Immunology","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":[0.0004341121,0.0001908583,0.0004411993,0.0004046662,0.001211618,0.0009885851,0.0002959512,0.002329474,0.001815623],"category_scores_gemma":[0.005007592,0.0001541751,0.0003148868,0.0007223816,0.0003670148,0.0006605837,0.0004400581,0.002036287,0.0003427184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053677,"about_ca_system_score_gemma":0.001140597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005834169,"about_ca_topic_score_gemma":0.005393725,"domain_scores_codex":[0.9995776,0.000100944,0.00004063856,0.00003953452,0.00007623277,0.0001650395],"domain_scores_gemma":[0.9988194,0.0003146123,0.0002047498,0.00002946347,0.000125908,0.0005058298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0005964692,0.0002990322,0.7668952,0.00009473258,0.00007111469,0.190162,0.0008150863,0.0003922082,0.0006878124,0.00102258,0.01658691,0.02237688],"study_design_scores_gemma":[0.0001413865,0.0008056523,0.6305043,0.0006648026,0.0001394969,0.3446674,0.005411004,0.001708932,0.0003836555,0.004877831,0.01060766,0.00008784701],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.8475708,0.007330535,0.0003484554,0.1032386,0.0009169883,0.00006656675,0.0009981114,0.00003805116,0.03949191],"genre_scores_gemma":[0.9851277,0.002147732,0.0001847685,0.009317173,0.001104179,0.00002559518,0.0003135303,0.000009714907,0.001769655],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.005834169,"threshold_uncertainty_score":0.01160043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468580260822327,"score_gpt":0.2734913173023097,"score_spread":0.2388055146940865,"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."}}