{"id":"W4412741669","doi":"10.1177/13524585251359066","title":"Reduced brain volumes in children with radiologically isolated syndrome","year":2025,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Multiple sclerosis; Clinically isolated syndrome; Brain size; Cerebrospinal fluid; Cohort; McDonald criteria; Nuclear medicine; Internal medicine; Magnetic resonance imaging; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001034903,0.0003880647,0.0008852005,0.0007785187,0.0004112137,0.0001535901,0.0003928196,0.00021384,0.0001964185],"category_scores_gemma":[0.001952282,0.0002734847,0.0002213784,0.001186055,0.0003394269,0.0002270965,0.0001864253,0.001364004,0.00003465319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004176521,"about_ca_system_score_gemma":0.0003172844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001218447,"about_ca_topic_score_gemma":0.00008759931,"domain_scores_codex":[0.9967507,0.0003295747,0.0007682453,0.0005713372,0.0006457575,0.0009344117],"domain_scores_gemma":[0.9982784,0.0003931776,0.000188359,0.0004498872,0.0003284995,0.0003616695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001221227,0.0004657134,0.9175738,0.00002941506,0.0007093347,0.00009843518,0.0001728124,0.0001017726,0.05340138,0.000006991061,0.007261813,0.0189573],"study_design_scores_gemma":[0.01002153,0.001019725,0.9835601,0.001107109,0.00006616701,0.001039675,0.0001496225,0.001708268,0.0007179852,0.00002041307,0.0003190484,0.0002703382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898623,0.001266356,0.0005129841,0.0066045,0.0001273657,0.001003924,0.00001514116,0.0001123573,0.0004950254],"genre_scores_gemma":[0.993699,0.001824431,0.002659329,0.0008461223,0.0001098269,0.00007423686,0.00001880018,0.00003843184,0.0007298659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06598631,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04181960331690517,"score_gpt":0.2860314713690402,"score_spread":0.244211868052135,"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."}}