{"id":"W4410984195","doi":"10.1212/wnl.0000000000213840","title":"Accelerated Aging in Children With Multiple Sclerosis","year":2025,"lang":"en","type":"editorial","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Multiple sclerosis; Medicine; Psychology; Neuroscience; Psychiatry","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":[0.01399154,0.004739508,0.00692336,0.005138758,0.002956677,0.006529223,0.004382751,0.02003722,0.009189177],"category_scores_gemma":[0.0381498,0.001942897,0.003723229,0.003245366,0.002020331,0.004138187,0.001979758,0.02078176,0.004932457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004361121,"about_ca_system_score_gemma":0.004293409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005758546,"about_ca_topic_score_gemma":0.01461835,"domain_scores_codex":[0.9931733,0.002048653,0.001325087,0.0006551793,0.002384556,0.0004131522],"domain_scores_gemma":[0.95784,0.02290659,0.003207652,0.0009364745,0.01040876,0.004700578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001327608,0.00002032308,0.0001907634,0.0009120193,0.0001615858,0.0002102123,0.00001790836,0.00002342433,0.00002673162,0.0001653874,0.9921247,0.006014206],"study_design_scores_gemma":[0.001045508,0.0001810494,0.006461949,0.004688302,0.001918681,0.001346298,0.0002391801,0.0005946932,0.0001819876,0.001743343,0.981513,0.00008600825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008902218,0.01579572,0.00007985949,0.03606004,0.9468541,0.0000237434,0.0001293852,0.00004068909,0.0009275023],"genre_scores_gemma":[0.0007250916,0.007425033,0.00008099143,0.0210604,0.968221,0.00004089688,0.00006111083,0.0000203362,0.002365019],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02003722,"threshold_uncertainty_score":0.07399529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04017105957969068,"score_gpt":0.3075505724997904,"score_spread":0.2673795129200997,"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."}}