{"id":"W2918491388","doi":"10.1212/wnl.0000000000007178","title":"Menarche, pregnancies, and breastfeeding do not modify long-term prognosis in multiple sclerosis","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Breastfeeding; Menarche; Multiple sclerosis; Medicine; Term (time); Pediatrics; Breast feeding; Pregnancy; Obstetrics; Gynecology; Internal medicine; Immunology; Biology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.000308426,0.000230425,0.000523255,0.0002932537,0.00007890753,0.00003019723,0.0001533921,0.0001788969,0.0001016973],"category_scores_gemma":[0.0004314406,0.0002004675,0.00006786807,0.0002644962,0.0002685341,0.0001179131,0.000391275,0.0005784044,0.00006109293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004287751,"about_ca_system_score_gemma":0.00005207474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001752996,"about_ca_topic_score_gemma":0.0001899668,"domain_scores_codex":[0.9978259,0.0001340685,0.0003152118,0.0006649871,0.0003664298,0.0006934603],"domain_scores_gemma":[0.9988707,0.0004561461,0.00007042981,0.0003188802,0.00009565329,0.000188233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000929601,0.0001765716,0.9041637,0.000214536,0.00004122383,0.000048534,0.0003213763,0.000007000486,0.07085836,0.00002074678,0.00007683365,0.02314156],"study_design_scores_gemma":[0.003944713,0.001191896,0.9905168,0.0001881451,0.00002001369,0.00006828397,0.00001137046,0.001179919,0.002594811,0.000006197569,0.0001356811,0.0001421745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911538,0.000568723,0.000005010622,0.006208344,0.0001352887,0.001231769,0.00001338754,0.00007030318,0.0006133314],"genre_scores_gemma":[0.9974487,0.001188823,0.0001509905,0.0007771417,0.00008488281,0.0002088498,0.000008597766,0.00003784397,0.00009417652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08635313,"threshold_uncertainty_score":0.8174829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08553611837955133,"score_gpt":0.2970167364936694,"score_spread":0.2114806181141181,"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."}}