{"id":"W2080526958","doi":"10.2217/whe.10.69","title":"Gender Issues in Multiple Sclerosis: An Update","year":2010,"lang":"en","type":"review","venue":"Women s Health","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Multiple sclerosis; Psychosocial; Breastfeeding; Incidence (geometry); Pregnancy; Medicine; Psychology; Developmental psychology; Clinical psychology; Gerontology; Psychiatry; Pediatrics; Biology","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":[0.002348217,0.000635415,0.00376826,0.0007316477,0.0002216146,0.00005745941,0.0004166812,0.0004532629,0.0003779966],"category_scores_gemma":[0.0005389595,0.0004873882,0.0002610134,0.0007016906,0.000185124,0.0001370142,0.0002517332,0.002023425,0.0004818207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333757,"about_ca_system_score_gemma":0.001975211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005903609,"about_ca_topic_score_gemma":0.0007431007,"domain_scores_codex":[0.9947067,0.0006402123,0.001249774,0.0009764151,0.0007931439,0.001633764],"domain_scores_gemma":[0.9969404,0.0002076955,0.0003866389,0.001265916,0.0001178709,0.001081481],"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":[0.00003093153,0.0003667607,0.0002400685,0.02675101,0.000101908,0.00001424062,0.001671408,8.1795e-8,0.000002414287,0.0000210108,0.002087647,0.9687125],"study_design_scores_gemma":[0.001119932,0.0003136226,0.002521949,0.01011477,0.00003635342,0.000013091,0.000406932,0.00001366537,4.388643e-7,0.00001164437,0.9851043,0.0003432953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005271386,0.9949679,0.00000242879,0.000612215,0.0002691859,0.002999906,0.0001490305,0.0001430862,0.0003290756],"genre_scores_gemma":[0.0002053207,0.9949263,0.001312713,0.0007657774,0.000666886,0.001302637,0.0003143648,0.0001491154,0.0003569287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9830167,"threshold_uncertainty_score":0.9997578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2918528792284739,"score_gpt":0.4514315098314737,"score_spread":0.1595786306029998,"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."}}