{"id":"W3137966630","doi":"10.1177/13524585211001780","title":"Cervical cord myelin abnormality is associated with clinical disability in multiple sclerosis","year":2021,"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":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"Multiple Sclerosis Society of Canada","keywords":"Multiple sclerosis; Expanded Disability Status Scale; Medicine; Myelin; Spinal cord; White matter; Magnetic resonance imaging; Neurology; Internal medicine; Pathology; Radiology; Central nervous system; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005144132,0.0007909769,0.002164747,0.0002517857,0.0008581702,0.0003528627,0.0005941488,0.0006182525,0.001468193],"category_scores_gemma":[0.01618974,0.000640747,0.0009961616,0.001725463,0.001446157,0.0005868445,0.0006411205,0.003510064,0.0001210039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419693,"about_ca_system_score_gemma":0.0008779679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005982326,"about_ca_topic_score_gemma":0.006574198,"domain_scores_codex":[0.9895101,0.001948094,0.002729095,0.001491892,0.002436205,0.001884567],"domain_scores_gemma":[0.990997,0.003599257,0.0006893893,0.001342484,0.001833398,0.001538487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002948439,0.004447402,0.9514212,0.00009754601,0.0006656413,0.0003103441,0.0004882353,0.00004567632,0.005384188,0.000002527501,0.00277216,0.03141662],"study_design_scores_gemma":[0.02166819,0.0008480199,0.9654482,0.001784749,0.0001919515,0.0001861496,0.001019292,0.004864356,0.002577869,0.00002402354,0.0007311377,0.0006560859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910411,0.0006420448,0.0002441967,0.005790472,0.0005398048,0.0009651936,0.0002551065,0.0001617182,0.0003603936],"genre_scores_gemma":[0.9897252,0.003344862,0.004002205,0.001639528,0.0007631839,0.0001054407,0.0001054127,0.0001231669,0.0001909925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03076053,"threshold_uncertainty_score":0.9996044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2468677360619631,"score_gpt":0.3653863439196053,"score_spread":0.1185186078576422,"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."}}