{"id":"W3143335972","doi":"10.1007/s11940-021-00666-4","title":"Treatment of Women with Multiple Sclerosis Planning Pregnancy","year":2021,"lang":"en","type":"review","venue":"Current Treatment Options in Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Barts Charity; National Multiple Sclerosis Society","keywords":"Natalizumab; Medicine; Pregnancy; Breastfeeding; Glatiramer acetate; Multiple sclerosis; Fingolimod; Obstetrics; 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":[0.0008208593,0.0008005427,0.002065095,0.002376508,0.0002899747,0.000895646,0.0009803552,0.00140085,0.005972104],"category_scores_gemma":[0.003150409,0.0003529906,0.001179309,0.00173377,0.0003455313,0.0008166081,0.0006037735,0.001468061,0.0005472941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006961772,"about_ca_system_score_gemma":0.001459308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003727444,"about_ca_topic_score_gemma":0.006266816,"domain_scores_codex":[0.9996388,0.0001213123,0.00008754231,0.00004598537,0.00007569871,0.00003063105],"domain_scores_gemma":[0.9989209,0.0008311037,0.0001590457,0.00001174544,0.00004927795,0.00002791082],"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":[0.0004254159,0.0001069992,0.0003600408,0.1261294,0.0006095382,0.0003348417,0.0001172379,0.0002611259,0.0005250286,0.001011677,0.01486189,0.8552567],"study_design_scores_gemma":[0.001081393,0.0007265984,0.005399662,0.2962074,0.007724744,0.005084331,0.0005613804,0.0002786265,0.0008406292,0.00226532,0.6797364,0.00009348576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006193866,0.999579,0.00002092555,0.00009824894,0.000052219,0.00000364074,0.000009381702,0.0000014451,0.000173044],"genre_scores_gemma":[0.0008779618,0.9986779,0.00009200584,0.000185397,0.0000565568,0.000007768788,0.00001585616,5.42779e-7,0.00008604355],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005972104,"threshold_uncertainty_score":0.0199787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2789957857797695,"score_gpt":0.4204708611161397,"score_spread":0.1414750753363703,"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."}}