{"id":"W2008521486","doi":"10.1016/j.spen.2011.05.005","title":"Noninfectious Central Nervous System Inflammatory Disorders","year":2011,"lang":"en","type":"article","venue":"Seminars in Pediatric Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Neuromyelitis optica; Medicine; Central nervous system; Neurology; Multiple sclerosis; Vasculitis; Inflammation; Demyelinating Disorder; Intensive care medicine; Immunology; Pathology; Disease; Psychiatry; Internal medicine","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":[0.0003015538,0.0002287352,0.0004148661,0.0004789027,0.00008393481,0.00000582817,0.0001818869,0.0002002717,0.00006712176],"category_scores_gemma":[0.0003624233,0.0002135096,0.0001098162,0.000469886,0.000169045,0.00006361614,0.000187863,0.0006429557,0.00008895826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000900864,"about_ca_system_score_gemma":0.0001173605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002702322,"about_ca_topic_score_gemma":0.0002859698,"domain_scores_codex":[0.9977666,0.0002012395,0.000411647,0.0004717094,0.0002894125,0.0008594007],"domain_scores_gemma":[0.9990086,0.0002245901,0.0001062399,0.0003881209,0.00005407074,0.0002183804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003830521,0.0001914855,0.9888775,0.0002828977,0.00002162865,0.0005785206,0.00101844,0.00001542458,0.00007633467,0.00007750056,0.001715336,0.006761907],"study_design_scores_gemma":[0.001364702,0.0008284888,0.9958292,0.00001755353,0.00005767716,0.0001677414,0.00008331341,0.0002745869,0.00005041626,0.00002745071,0.001143223,0.000155624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839943,0.0008500543,0.00002190615,0.0002683409,0.0008352115,0.0006347079,0.000003769908,0.0001885881,0.0132031],"genre_scores_gemma":[0.9942222,0.004741707,0.0001268779,0.0001905488,0.0004669216,0.0001063809,0.00000385193,0.00004036568,0.0001011394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310196,"threshold_uncertainty_score":0.8706669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608507186348515,"score_gpt":0.2467213653274005,"score_spread":0.2306362934639153,"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."}}