{"id":"W2053651007","doi":"10.1212/wnl.0b013e31827f0efc","title":"Birth hospitalization in mothers with multiple sclerosis and their newborns","year":2013,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Multiple Sclerosis Trust; University of British Columbia; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; Biogen; Michael Smith Health Research BC; European Committee for Treatment and Research in Multiple Sclerosis; Canadian Institutes of Health Research; Teva Pharmaceutical Industries; U.S. Department of Veterans Affairs","keywords":"Medicine; Propensity score matching; Population; Pediatrics; Cohort; Gee; Expanded Disability Status Scale; Retrospective cohort study; Generalized estimating equation; Multiple sclerosis; Cohort study; Pregnancy; Internal medicine","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":[0.0005661794,0.0001284556,0.0002748765,0.0003372208,0.0002670344,0.0003231874,0.0002518119,0.0002367418,0.001188192],"category_scores_gemma":[0.004003326,0.000121129,0.0003504314,0.000479315,0.0001409444,0.0002649535,0.0002975261,0.0003361319,0.00009410991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004895462,"about_ca_system_score_gemma":0.0003738029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006836046,"about_ca_topic_score_gemma":0.006285582,"domain_scores_codex":[0.9995956,0.0001066608,0.00003991122,0.0000842849,0.00008861111,0.00008490036],"domain_scores_gemma":[0.9983439,0.000292239,0.001086523,0.00005319313,0.0000710193,0.000153017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006552382,0.000008764491,0.9980726,0.000008989832,0.00002750359,0.0001571217,0.00006562495,0.00001466763,0.00004827551,0.0000140346,0.00007032395,0.00144643],"study_design_scores_gemma":[0.000004603551,0.00008802445,0.998331,0.00003718704,0.00002768249,0.0007778895,0.0003676263,0.0001214033,0.00006196342,0.00001891869,0.0001609629,0.000002721247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989938,0.000564804,0.0000354317,0.0000732719,0.000008401293,0.000002789384,0.0001598622,0.000001568895,0.0001599069],"genre_scores_gemma":[0.9991663,0.0004922439,0.00005308733,0.00002977864,0.000008691735,0.000005785077,0.0001668694,0.000001061067,0.0000762123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006836046,"threshold_uncertainty_score":0.01359254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02939526935100402,"score_gpt":0.2455820264366173,"score_spread":0.2161867570856132,"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."}}