{"id":"W2935354372","doi":"10.1016/j.msard.2019.04.003","title":"Management strategies for female patients of reproductive potential with multiple sclerosis: An evidence-based review","year":2019,"lang":"en","type":"review","venue":"Multiple Sclerosis and Related Disorders","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Sanofi; Genzyme","keywords":"Multiple sclerosis; Medicine; Pregnancy; Disease; Postpartum period; Intensive care medicine; Immunology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007335737,0.000800201,0.002425722,0.0002664569,0.0003018248,0.00004668647,0.0004591579,0.0006312187,0.00006481825],"category_scores_gemma":[0.0001850411,0.0005590928,0.0006505486,0.0004401046,0.0004490168,0.0004551144,0.0001247532,0.0004149211,0.00004477145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005687143,"about_ca_system_score_gemma":0.0001821448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001262199,"about_ca_topic_score_gemma":0.00002078173,"domain_scores_codex":[0.9954076,0.0008029268,0.001285612,0.001802138,0.0001491236,0.0005526055],"domain_scores_gemma":[0.9966397,0.0003124705,0.001313187,0.001345602,0.0003339981,0.00005505272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000366489,0.0008749074,0.001206849,0.1143854,0.00256608,8.977722e-7,0.0003044425,0.00009742671,0.00009937141,0.00008452515,0.0004338216,0.8795798],"study_design_scores_gemma":[0.01351571,0.003774482,0.01080502,0.7623891,0.0121911,0.000014467,0.001919985,0.00001444293,0.0001191175,0.00007554936,0.1924854,0.002695557],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007814161,0.9890038,0.0001201335,0.00004378721,0.0009256675,0.008564511,0.0003243947,0.00007820282,0.0001580443],"genre_scores_gemma":[0.04467228,0.9524834,0.000220006,0.00001910515,0.00002434888,0.001038022,0.001071199,0.0001071257,0.0003645149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8768842,"threshold_uncertainty_score":0.9996861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0732434747957501,"score_gpt":0.2737825918765738,"score_spread":0.2005391170808237,"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."}}