{"id":"W4409959051","doi":"10.1177/13524585251335510","title":"Physical activity demonstrates protective associations with structural visual metrics in children with multiple sclerosis through time","year":2025,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"National Multiple Sclerosis Society","keywords":"Nerve fiber layer; Medicine; Retinal; Multiple sclerosis; Optic neuritis; Ophthalmology; Clinically isolated syndrome; Optical coherence tomography; Immunology","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":[0.0004053535,0.000334292,0.0003062011,0.000731219,0.0002999748,0.0005443985,0.0003079107,0.0004079199,0.002188877],"category_scores_gemma":[0.001953189,0.0002170532,0.0005819544,0.0007663676,0.0002758153,0.0003906527,0.0005351714,0.0005015685,0.0002143751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003232441,"about_ca_system_score_gemma":0.0004386528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01409264,"about_ca_topic_score_gemma":0.01300678,"domain_scores_codex":[0.9996817,0.00005937757,0.00002350668,0.00009451481,0.00004738248,0.00009345235],"domain_scores_gemma":[0.9983442,0.0002130684,0.0009250725,0.00008684572,0.0001527508,0.0002781638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001120845,0.00003138415,0.9976108,0.00001051438,0.00003693149,0.00006192846,0.00009664305,0.00002467169,0.0002397557,0.000009387548,0.00005353046,0.001712383],"study_design_scores_gemma":[0.000001224729,0.00005875456,0.9996911,0.000004058393,0.00001074342,0.00007926728,0.00005383103,0.00002922366,0.00002142263,0.000004541887,0.00004487284,9.187837e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991375,0.0003112578,0.00004486793,0.0000533971,0.000003985504,0.000002557169,0.0001939362,0.000005661206,0.0002468174],"genre_scores_gemma":[0.9993781,0.0001355554,0.00007455785,0.00001189635,0.000005892599,0.000005008067,0.0002173177,0.000002635776,0.000169083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01409264,"threshold_uncertainty_score":0.02802128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05817838359044387,"score_gpt":0.3196457369192132,"score_spread":0.2614673533287693,"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."}}