{"id":"W10851783","doi":"10.1007/7854_2015_370","title":"Sex-Based Differences in Multiple Sclerosis (MS): Part II: Rising Incidence of Multiple Sclerosis in Women and the Vulnerability of Men to Progression of this Disease","year":2015,"lang":"en","type":"review","venue":"Current topics in behavioral neurosciences","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital; Dalhousie University; Women's College Hospital; University of Toronto","funders":"","keywords":"Multiple sclerosis; Remyelination; Incidence (geometry); Disease; Vulnerability (computing); Affect (linguistics); Medicine; Natural history; Biological sex; Demography; Psychology; Immunology; Developmental psychology; Pathology; Internal medicine; Myelin","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":[0.002858734,0.0004378258,0.00244921,0.0007011077,0.0001271382,0.0000341078,0.0007446884,0.0001314171,0.00001026327],"category_scores_gemma":[0.003999244,0.0002710949,0.000202431,0.001679458,0.002170589,0.0001668161,0.0008413748,0.0006827978,2.476624e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002757785,"about_ca_system_score_gemma":0.0006084238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006994281,"about_ca_topic_score_gemma":0.0003191048,"domain_scores_codex":[0.9943926,0.001069645,0.00166011,0.0008832646,0.001412371,0.0005819861],"domain_scores_gemma":[0.9971852,0.0009476374,0.0006792098,0.0006654238,0.0002124259,0.0003101515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002237736,0.001329907,0.5372224,0.004068999,0.000002892881,0.000002026042,0.00135878,0.000007029613,0.0001013253,0.00000220044,0.00001292307,0.4556677],"study_design_scores_gemma":[0.005384373,0.001355757,0.923992,0.06210111,0.0001695687,7.079755e-7,0.0005165376,0.001791862,0.0003608306,0.00003717509,0.003718573,0.0005715346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7552588,0.2413727,0.000001482884,0.00009358198,0.0002919044,0.002825065,0.0001416057,0.000009759213,0.000005140902],"genre_scores_gemma":[0.610607,0.3885839,0.0000959965,0.000005340117,0.00002475331,0.0006556961,0.000006125403,0.00001204701,0.00000909961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4550962,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3790301291345367,"score_gpt":0.4405816956852527,"score_spread":0.06155156655071609,"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."}}