{"id":"W2098992779","doi":"10.1212/01.wnl.0000113723.36715.a6","title":"MRI criteria for multiple sclerosis","year":2004,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Multiple sclerosis; McDonald criteria; Medicine; Cohort; Magnetic resonance imaging; Pediatrics; Radiology; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001505039,0.000131167,0.0002963074,0.0001048576,0.0001233049,0.00001116356,0.0001050973,0.0001051747,0.00009483616],"category_scores_gemma":[0.0008730002,0.0001133695,0.0001131456,0.000107803,0.0001669977,0.00004213909,0.00009057232,0.000191375,0.0000847689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002661394,"about_ca_system_score_gemma":0.00005346856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001097874,"about_ca_topic_score_gemma":0.0001088291,"domain_scores_codex":[0.9988018,0.00003913532,0.000189635,0.0003516871,0.0001631073,0.0004545978],"domain_scores_gemma":[0.9991242,0.00027027,0.0000344552,0.0002975984,0.0001343483,0.0001391403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00880702,0.001089547,0.06212644,0.0003746003,0.0002965968,0.0001004591,0.0008444046,0.0002034593,0.8762075,0.0009547216,0.02963672,0.01935855],"study_design_scores_gemma":[0.01589921,0.005764404,0.8611679,0.00004329557,0.00006625485,0.00006801189,0.0000192935,0.001055015,0.02367778,0.0006249979,0.09137656,0.0002372468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647509,0.0001348724,0.001891959,0.0307174,0.0003875379,0.0009971592,0.00003731434,0.0001370484,0.0009457772],"genre_scores_gemma":[0.9907787,0.0002356227,0.003863586,0.004422401,0.0003303225,0.0002485591,0.00001639149,0.00003090964,0.00007351757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8525297,"threshold_uncertainty_score":0.4623072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213950174957172,"score_gpt":0.3520556399306414,"score_spread":0.2306606224349243,"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."}}