{"id":"W2043472471","doi":"10.1191/1352458503ms958oa","title":"Disability in multiple sclerosis is related to normal appearing brain tissue MTR histogram abnormalities","year":2003,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple sclerosis; Expanded Disability Status Scale; Medicine; Magnetization transfer; Magnetic resonance imaging; Nuclear medicine; Lesion; Central nervous system disease; Pathology; Internal medicine; Radiology","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003874325,0.0008559133,0.001455346,0.0007977829,0.001145891,0.0003702546,0.000644586,0.0004257916,0.00130419],"category_scores_gemma":[0.009229465,0.0008017613,0.0005904518,0.001732212,0.0007469038,0.0008027028,0.0004281938,0.002176167,0.0003634944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204044,"about_ca_system_score_gemma":0.0003267691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506034,"about_ca_topic_score_gemma":0.001361649,"domain_scores_codex":[0.9917078,0.0008122435,0.002097387,0.001196532,0.001891908,0.002294116],"domain_scores_gemma":[0.9950846,0.001252967,0.0003953807,0.001145313,0.0005794793,0.001542301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007177488,0.001524047,0.8553011,0.0002058467,0.0002783613,0.0000590721,0.006268261,0.0005868425,0.091592,0.0000384845,0.008033912,0.03539437],"study_design_scores_gemma":[0.01209722,0.0006754685,0.9390539,0.001343478,0.00007171019,0.000198777,0.002538054,0.0013696,0.02244047,0.00005664624,0.01925547,0.0008992368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887653,0.0009584558,0.000303136,0.005158682,0.0007217794,0.001862064,0.00008822443,0.0002204991,0.001921851],"genre_scores_gemma":[0.9882733,0.0008135971,0.007848215,0.001246869,0.0002532947,0.0002327815,0.0000227213,0.000156168,0.001153001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08375282,"threshold_uncertainty_score":0.9996088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077004028505787,"score_gpt":0.3200785667297669,"score_spread":0.2123781638791883,"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."}}