{"id":"W4406578583","doi":"10.1177/13524585241311441","title":"Upper cervical spinal cord atrophy in MS: Sex, menopause, and neurodegeneration","year":2025,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Neurological Disorders and Stroke; Avid Radiopharmaceuticals; Genentech; National Institutes of Health; Horizon Therapeutics; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Mayo Clinic; Biogen; Alexion Pharmaceuticals; Pfizer; National Institute on Aging; Eli Lilly and Company","keywords":"Medicine; Menopause; Expanded Disability Status Scale; Multiple sclerosis; Atrophy; Internal medicine; Biomarker; Gynecology","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":[0.0004312038,0.0001682541,0.0002843989,0.0006645553,0.0002394468,0.0003204614,0.00019113,0.0003306261,0.001630888],"category_scores_gemma":[0.001396311,0.00008346714,0.0002271363,0.0006870849,0.0002511341,0.0002421296,0.0002474335,0.000190444,0.0001080601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934982,"about_ca_system_score_gemma":0.0002194998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002875511,"about_ca_topic_score_gemma":0.005761778,"domain_scores_codex":[0.9998877,0.00003742462,0.00001202472,0.00002211614,0.00002300915,0.00001774015],"domain_scores_gemma":[0.9994815,0.0001410635,0.0002158927,0.00002178608,0.00005418643,0.00008554872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003435797,0.00003056212,0.9859386,0.00008233701,0.0001295925,0.0002659357,0.0001687743,0.0000456726,0.0005508786,0.00003254587,0.0002685116,0.01214297],"study_design_scores_gemma":[0.000003877163,0.00005548398,0.9992206,0.00001865747,0.00003821764,0.00028464,0.00005271178,0.000046803,0.00002466383,0.00004528678,0.0002071128,0.000001918346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800814,0.01850238,0.00006453622,0.0004012939,0.00002554832,0.000007991904,0.0002079785,0.000004902729,0.0007039704],"genre_scores_gemma":[0.9972221,0.002328138,0.00006584462,0.00006916717,0.0000693133,0.000005233591,0.0000989837,9.939812e-7,0.0001403108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002875511,"threshold_uncertainty_score":0.005717516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0684216378736437,"score_gpt":0.3239594659843825,"score_spread":0.2555378281107388,"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."}}