{"id":"W4324393042","doi":"10.1016/s1474-4422(22)00426-4","title":"Family planning considerations in people with multiple sclerosis","year":2023,"lang":"en","type":"review","venue":"The Lancet Neurology","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Sanofi Genzyme; Bayer HealthCare; European Committee for Treatment and Research in Multiple Sclerosis; Hexal AG; Teva Pharmaceutical Industries; Biogen; Celgene; Barts Charity; Sanofi","keywords":"Multiple sclerosis; Pregnancy; Discontinuation; Medicine; Breastfeeding; Disease; In utero; Pediatrics; Intensive care medicine; Fetus; Psychiatry; Internal medicine","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":[0.001394671,0.0007402985,0.002012189,0.002346101,0.0003015496,0.00103241,0.0005985493,0.001585913,0.007919361],"category_scores_gemma":[0.00429729,0.0003343525,0.001052933,0.002445441,0.0004057511,0.0008156229,0.0008845086,0.001848574,0.0005473549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094608,"about_ca_system_score_gemma":0.002410012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007395568,"about_ca_topic_score_gemma":0.02219915,"domain_scores_codex":[0.9994946,0.0001991151,0.00009045452,0.00004324817,0.0001345981,0.00003800555],"domain_scores_gemma":[0.9979568,0.001507517,0.0003338936,0.00001795144,0.0001160621,0.00006776374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002379364,0.00004081271,0.0004005377,0.09724548,0.0008789517,0.0002345153,0.0001477777,0.000256689,0.0001439498,0.001542779,0.03068525,0.8681854],"study_design_scores_gemma":[0.0005264143,0.0003063783,0.004907463,0.2232389,0.006043404,0.002064229,0.000523548,0.0001712363,0.0001646244,0.002960742,0.7590332,0.00005990987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004507793,0.9992531,0.00001085083,0.00031836,0.0001112758,0.000001882391,0.00001209171,0.000001331852,0.0002459103],"genre_scores_gemma":[0.001073645,0.9980713,0.00006233773,0.0004802486,0.0001527626,0.000005884715,0.00001288533,6.342945e-7,0.000140396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007919361,"threshold_uncertainty_score":0.02649295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2958773686405987,"score_gpt":0.3845289236437773,"score_spread":0.08865155500317867,"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."}}