{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006994662,0.000296589,0.0005689871,0.0006264919,0.0004279194,0.000201008,0.0001781273,0.0001429011,0.0001140233],"category_scores_gemma":[0.0008964229,0.0002503748,0.0001269714,0.0005649711,0.000208052,0.0002472874,0.0002379473,0.0009647891,0.00001817326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700729,"about_ca_system_score_gemma":0.0001673499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00015819,"about_ca_topic_score_gemma":0.0002393306,"domain_scores_codex":[0.9973232,0.0002502145,0.0006839262,0.0004846854,0.0006270011,0.0006309547],"domain_scores_gemma":[0.9988099,0.0001856896,0.0001162165,0.0003071887,0.0002530134,0.0003279748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002191733,0.0003551084,0.7226808,0.0001293497,0.0001336161,0.00004724755,0.0001569194,0.0000531511,0.1908281,0.0000587442,0.002673736,0.0806915],"study_design_scores_gemma":[0.00601033,0.0009326976,0.9797152,0.000595884,0.00005547527,0.00007295376,0.0001616951,0.003762536,0.005474023,0.00004928263,0.002975827,0.0001940938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911497,0.001559718,0.00060924,0.004957964,0.0003505079,0.0005347005,0.0000109633,0.0000482701,0.000778962],"genre_scores_gemma":[0.9919412,0.00315191,0.003118021,0.0009275235,0.0003961804,0.00004881018,0.000007456907,0.000030982,0.0003778749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2570344,"threshold_uncertainty_score":0.9999949,"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."}}