{"id":"W4412072012","doi":"10.1177/13524585251349125","title":"Four years on: Pregnancy and birth outcomes reported in the MSBase pregnancy, neonatal outcomes, and Women’s Health Registry (2020–2024)","year":2025,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Cegep de Saint Jerome; Centre Hospitalier Universitaire de Sherbrooke; St. Michael's Hospital; Université de Montréal","funders":"Cliniques Universitaires Saint-Luc; UCB Pharma; Sanofi Genzyme; Trish Multiple Sclerosis Research Foundation; MedDay Pharmaceuticals; CinnaGen; Cilag; Ingham Institute for Applied Medical Research; Mitsubishi Tanabe Pharma Corporation; Sultan Qaboos University; Sanofi; Multiple Sclerosis International Federation; Razi University; Eisai; Monash University; H. Lundbeck A/S; Alexion Pharmaceuticals; University of New South Wales; Multiple Sclerosis Australia; Medical Research Council; Neuraxpharm; Teva Pharmaceutical Industries; Celgene; Biogen; Faculty of Medicine and Health, University of Sydney; Cairo University; Yeditepe Üniversitesi; European Commission; World Health Organization; Bristol-Myers Squibb; Eli Lilly and Company; National Health and Medical Research Council; AstraZeneca; American University of Beirut; Amgen","keywords":"Medicine; Pregnancy; Neuromyelitis optica; Gestation; Obstetrics; Multiple sclerosis; Pediatrics; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001759671,0.0002286024,0.0002849298,0.001416341,0.0002859969,0.0006648246,0.0004011163,0.000286637,0.002274313],"category_scores_gemma":[0.005605968,0.0001480885,0.0004006451,0.002146353,0.0001686711,0.0005317531,0.0006643682,0.0005290317,0.0005782518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855787,"about_ca_system_score_gemma":0.0007424121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01773799,"about_ca_topic_score_gemma":0.01408064,"domain_scores_codex":[0.9991069,0.00023281,0.0001845376,0.0001422351,0.0001673052,0.0001661576],"domain_scores_gemma":[0.9969499,0.0005137682,0.001720755,0.0001816766,0.000396638,0.0002373621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001863999,0.00001292435,0.9935248,0.00003091186,0.00004633282,0.000105523,0.00007463742,0.00009925501,0.00006220235,0.00006658286,0.002318678,0.003471787],"study_design_scores_gemma":[0.00001072232,0.00007475993,0.9961886,0.00005199049,0.00004131471,0.0004378086,0.0002528823,0.0001866997,0.0001630775,0.00004016525,0.002544476,0.000007699088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8951428,0.001420436,0.0004010894,0.0003817771,0.00005303231,0.00006281475,0.09740447,0.00007853784,0.005054981],"genre_scores_gemma":[0.9257873,0.001367197,0.000599848,0.0002302111,0.00004296258,0.0002021708,0.06971707,0.00002281854,0.002030397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01773799,"threshold_uncertainty_score":0.0352695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0805820683593326,"score_gpt":0.3311113671733087,"score_spread":0.2505292988139761,"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."}}