{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002576903,0.0004587725,0.0003572673,0.00102566,0.0002336472,0.0004140441,0.0003092504,0.0003796697,0.001714061],"category_scores_gemma":[0.001436806,0.0002082602,0.000270383,0.0005932098,0.0004003238,0.0004318642,0.0003887017,0.0003826573,0.0001833131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693733,"about_ca_system_score_gemma":0.0002671451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002611361,"about_ca_topic_score_gemma":0.002384264,"domain_scores_codex":[0.9997781,0.00003709413,0.00002128276,0.00006778591,0.00005641509,0.00003929015],"domain_scores_gemma":[0.999003,0.0001369204,0.0006277483,0.00002744155,0.00006629241,0.0001386023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001187854,0.00001766137,0.9956469,0.00001818298,0.00002698669,0.0007624542,0.0001217996,0.00007480726,0.001066741,0.00001774945,0.000128815,0.001999161],"study_design_scores_gemma":[0.000002667464,0.00008390996,0.9972771,0.00000557098,0.00001024527,0.002227976,0.00007639667,0.00005227567,0.0001607891,0.00001376008,0.00008760876,0.000001675604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995585,0.000134617,0.00003167274,0.00001555871,0.000001773217,0.000001898341,0.0001403125,0.000005053204,0.0001106152],"genre_scores_gemma":[0.9994019,0.0001200527,0.00008527077,0.000009986924,0.000005515271,0.000004740091,0.0003176307,0.000002435879,0.00005241374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002611361,"threshold_uncertainty_score":0.005734086,"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."}}