{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004280077,0.0004861559,0.0006663214,0.0004115906,0.0003851264,0.00007934576,0.0001749512,0.0005898831,0.0005763164],"category_scores_gemma":[0.001957649,0.0002867252,0.000184859,0.0005265009,0.0002946438,0.0001020214,0.0001781259,0.00201253,0.00000626492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955894,"about_ca_system_score_gemma":0.0003132492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044062,"about_ca_topic_score_gemma":0.0002653666,"domain_scores_codex":[0.99696,0.0003558243,0.0006032101,0.00092803,0.0006285564,0.0005243206],"domain_scores_gemma":[0.9979038,0.0008401559,0.000278663,0.0007413043,0.00002892494,0.0002071749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001522239,0.0009903986,0.4164506,0.002250275,0.0009864778,0.0004765071,0.02137576,0.0002480376,0.0001188934,0.00001605271,0.508635,0.04692973],"study_design_scores_gemma":[0.007173866,0.001272666,0.1814036,0.0005181567,0.0004589519,0.0001650066,0.001774253,0.0003761466,0.00000306325,0.0001146654,0.806097,0.0006426308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1454409,0.004073401,0.000003452977,0.846823,0.0006445102,0.002547492,0.0001184398,0.0001390908,0.0002097348],"genre_scores_gemma":[0.3751322,0.00945886,0.00002278073,0.6125524,0.0001461858,0.000412804,0.0006756725,0.0001257835,0.001473327],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2974619,"threshold_uncertainty_score":0.9999585,"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."}}