{"id":"W31758784","doi":"10.1016/j.msard.2011.07.002","title":"Multiple sclerosis in children","year":2011,"lang":"en","type":"editorial","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Multiple Sclerosis Society of Canada; Multiple Sclerosis Scientific Research Foundation","keywords":"Multiple sclerosis; Medicine; Neuroimaging; Pediatrics; Epidemiology; Psychiatry; Family medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0009908783,0.001374644,0.002189369,0.001196935,0.0005323872,0.0001478297,0.0006035918,0.002850177,0.0003569906],"category_scores_gemma":[0.005454113,0.001208233,0.0006889908,0.001097107,0.001025966,0.0003001106,0.0007841086,0.003742077,0.0002005996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753858,"about_ca_system_score_gemma":0.0003596102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007222952,"about_ca_topic_score_gemma":0.002541164,"domain_scores_codex":[0.9923825,0.000346163,0.001602794,0.002169653,0.001739801,0.001759058],"domain_scores_gemma":[0.9956461,0.001469075,0.0005190958,0.001245649,0.0003838292,0.0007362067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001100857,0.001640644,0.3673008,0.0004523888,0.001715029,0.00001067456,0.001357004,0.00002691727,0.001364807,0.000005216769,0.5754536,0.04957198],"study_design_scores_gemma":[0.02523023,0.0006689555,0.8812262,0.003587149,0.0005317356,0.000005958722,0.0003950825,0.0008011405,0.0001542455,0.00005905355,0.08564219,0.001698005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.4661952,0.03654294,0.00002413337,0.00122114,0.4732267,0.01115235,0.002191947,0.001244046,0.008201546],"genre_scores_gemma":[0.7511682,0.1745154,0.0005661764,0.00008125751,0.06868534,0.0007844566,0.002110929,0.0005073793,0.00158089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5139254,"threshold_uncertainty_score":0.9999004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325694220883064,"score_gpt":0.256396608866217,"score_spread":0.2238271867779106,"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."}}