{"id":"W4312095631","doi":"10.1177/13524585221137500","title":"Magnetization transfer saturation reveals subclinical optic nerve injury in pediatric-onset multiple sclerosis","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary; McGill University; University of Toronto; Montreal Neurological Institute and Hospital; Hospital for Sick Children","funders":"Ontario Institute for Regenerative Medicine; Stem Cell Network; Multiple Sclerosis Scientific Research Foundation; National Multiple Sclerosis Society","keywords":"Subclinical infection; Optic neuritis; Multiple sclerosis; White matter; Magnetic resonance imaging; Optic nerve; Magnetization transfer; Medicine; Ophthalmology; Nuclear medicine; Pathology; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007239791,0.0004425084,0.0002685497,0.0008424938,0.000156902,0.0003110295,0.0001977352,0.0002023014,0.0009370695],"category_scores_gemma":[0.00263386,0.000160544,0.0002102757,0.000450888,0.0003906547,0.0003327645,0.0003362146,0.0001911424,0.00007204463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761047,"about_ca_system_score_gemma":0.0003505659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002314048,"about_ca_topic_score_gemma":0.002631357,"domain_scores_codex":[0.999747,0.00007499778,0.0000282786,0.00005783586,0.00005647465,0.00003542925],"domain_scores_gemma":[0.9977404,0.0005893871,0.001355784,0.00006987491,0.000141952,0.0001026197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001549527,0.00001471297,0.9958,0.0000234396,0.00003315332,0.0002229863,0.00007535726,0.00007630097,0.001584428,0.00001537208,0.00001898781,0.001980255],"study_design_scores_gemma":[0.000004023157,0.000206017,0.9965813,0.000009869634,0.0000418387,0.001465096,0.0001282577,0.0004707127,0.000994097,0.00004663764,0.00004992064,0.000002273352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996535,0.0001096135,0.000118758,0.00000644798,6.960113e-7,0.000001808049,0.00003332662,0.000003889696,0.00007199327],"genre_scores_gemma":[0.9997377,0.00005780168,0.0001375289,0.000003750916,0.000001962239,0.000002232685,0.00003963002,0.00000144662,0.00001797727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002314048,"threshold_uncertainty_score":0.004601121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107682379971863,"score_gpt":0.3151943155756983,"score_spread":0.204426077578512,"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."}}