{"id":"W2102575453","doi":"10.1177/1352458513486519","title":"2010 McDonald criteria in a pediatric cohort: is positivity at onset associated with a more aggressive multiple sclerosis course?","year":2013,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Multiple sclerosis; Medicine; McDonald criteria; Cohort; Expanded Disability Status Scale; Clinically isolated syndrome; Pediatrics; Magnetic resonance imaging; Internal medicine; Psychiatry; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001694238,0.00104542,0.001788859,0.0009162382,0.001222597,0.0004972396,0.0006555277,0.0005292933,0.002163456],"category_scores_gemma":[0.004990608,0.0008339628,0.0005871605,0.001563512,0.0007146991,0.0009842514,0.0006072728,0.002248724,0.0003764499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624092,"about_ca_system_score_gemma":0.0005172262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559796,"about_ca_topic_score_gemma":0.002308086,"domain_scores_codex":[0.9915169,0.0007491618,0.001496319,0.001287484,0.002679168,0.002270997],"domain_scores_gemma":[0.9925627,0.001785659,0.001353361,0.0009601261,0.001874606,0.001463584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009536183,0.001730138,0.907546,0.00008623562,0.0007219687,0.000193283,0.001624388,0.00004275854,0.0258441,2.074977e-7,0.05897903,0.002278236],"study_design_scores_gemma":[0.0155261,0.0006772242,0.9698486,0.002046422,0.0004373318,0.0002789829,0.0005274914,0.006554124,0.003149284,0.000008059629,0.00008031601,0.0008661068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877274,0.001502537,0.00005397871,0.006648828,0.0004367622,0.002717269,0.0005642215,0.0001715122,0.0001774712],"genre_scores_gemma":[0.9902647,0.004693471,0.001554021,0.001159549,0.0005957119,0.0006556254,0.000151752,0.0001985574,0.0007266019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06230253,"threshold_uncertainty_score":0.9994111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0705414655702983,"score_gpt":0.2978009915334096,"score_spread":0.2272595259631112,"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."}}