{"id":"W7115072133","doi":"10.1136/jnnp-2025-abn.196","title":"196 Pregnancy and infant outcomes in women with MS receiving ocrelizumab: analysis of ~4,000 pregnancies","year":2025,"lang":"","type":"article","venue":"","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"In utero; Pregnancy; Abortion; Prospective cohort study; Gestation; Epidemiology; Adverse effect; Infant mortality","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":[0.0009823088,0.0002253147,0.000420807,0.001020347,0.0002673482,0.0005550928,0.0004037751,0.0004052422,0.0008427965],"category_scores_gemma":[0.00290061,0.0004453562,0.0008294751,0.001791691,0.0002367377,0.0003662979,0.0005909537,0.0004426529,0.0002654134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000411839,"about_ca_system_score_gemma":0.000285732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008391418,"about_ca_topic_score_gemma":0.003782569,"domain_scores_codex":[0.9990789,0.000281832,0.0001685472,0.0001879453,0.0001713787,0.0001114213],"domain_scores_gemma":[0.998414,0.0004654478,0.0007385495,0.00016314,0.00009148131,0.0001272519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001570915,0.00001001226,0.9985772,0.00001292946,0.00008062459,0.0001044806,0.00003914402,0.00005771136,0.00006752188,0.000009125143,0.00005465555,0.0008295114],"study_design_scores_gemma":[0.00001105597,0.000091705,0.9986548,0.00001739287,0.00007434526,0.0003811314,0.0001207857,0.0002640569,0.00006482987,0.00001422135,0.0003016746,0.000003845065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965886,0.001022324,0.0000915658,0.00002977348,0.000003743868,0.00001161466,0.001878555,0.000005727198,0.0003680056],"genre_scores_gemma":[0.9971665,0.0006796831,0.00009251385,0.00002909884,0.000008728161,0.00002801989,0.001814524,0.000005364899,0.0001756857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008391418,"threshold_uncertainty_score":0.01668513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009599339914897273,"score_gpt":0.2818175677592898,"score_spread":0.2722182278443925,"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."}}