{"id":"W2922820066","doi":"10.1177/2055217319836664","title":"Oligoclonal bands increase the specificity of MRI criteria to predict multiple sclerosis in children with radiologically isolated syndrome","year":2019,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal - Experimental Translational and Clinical","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"National Institute of Neurological Disorders and Stroke; European Regional Development Fund; Chugai Pharmaceutical; Novartis Pharmaceuticals UK Limited; Georgia Clinical and Translational Science Alliance; Türk Nöroloji Derneği; Servier; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; National Multiple Sclerosis Society; Genentech; Multiple Sclerosis Society; Action Medical Research; Novartis Pharma; Generalitat de Catalunya; EMD Serono; Zogenix; Mayo Foundation for Medical Education and Research; Alexion Pharmaceuticals; National Center for Advancing Translational Sciences; Teva Pharmaceutical Industries; Biogen; Pfizer; Race to Erase MS; Acorda Therapeutics; Sanofi","keywords":"Magnetic resonance imaging; Medicine; Multiple sclerosis; Cerebrospinal fluid; Clinically isolated syndrome; Confidence interval; Prospective cohort study; McDonald criteria; Radiology; Pathology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001512874,0.0004227635,0.001041433,0.0002362054,0.0002987566,0.00009246187,0.0003590226,0.0002256387,0.0006298477],"category_scores_gemma":[0.0003405786,0.0002624397,0.0003836122,0.0004630176,0.0006336097,0.0002663036,0.0001522122,0.0009661632,0.00002444905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000977189,"about_ca_system_score_gemma":0.0001398829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001646658,"about_ca_topic_score_gemma":0.00005003453,"domain_scores_codex":[0.9956331,0.0005041378,0.001488135,0.0006948616,0.001080364,0.0005994046],"domain_scores_gemma":[0.9972534,0.00126777,0.000262721,0.0003514402,0.0002399945,0.0006246715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007485311,0.001588445,0.9359443,0.00001940172,0.0005285373,0.00001263767,0.0003994191,0.0001464151,0.05225437,0.0000154475,0.0002825942,0.001323162],"study_design_scores_gemma":[0.01382442,0.003688338,0.975692,0.0005790013,0.00007195925,0.0003785996,0.0003851422,0.003275861,0.00168992,0.00001513714,0.0001023771,0.000297283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942759,0.0009388716,0.0001985738,0.002467976,0.0001585309,0.00162453,0.0001954995,0.00003294919,0.0001072159],"genre_scores_gemma":[0.9945046,0.001476583,0.003202252,0.0003772253,0.000235016,0.00006366013,0.00006116275,0.00004147643,0.00003805213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05056445,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09120027534748268,"score_gpt":0.3357022734472517,"score_spread":0.2445019980997691,"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."}}