{"id":"W1940540259","doi":"10.1177/1352458510375568","title":"Meeting Review: The management of multiple sclerosis in children: a European view","year":2010,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Multiple Sclerosis Society; National Multiple Sclerosis Society","keywords":"Multiple sclerosis; Medicine; Disease; Pediatrics; Population; Clinical trial; Intensive care medicine; Cognition; Physical therapy; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005478415,0.0004960698,0.0009996066,0.0003473099,0.0005875587,0.0001142695,0.0009431257,0.0001037237,0.0002530514],"category_scores_gemma":[0.00160393,0.0003327693,0.0005786159,0.001023212,0.0004587311,0.0002471417,0.0006516297,0.002035112,0.0001037158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322928,"about_ca_system_score_gemma":0.00006760968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001533805,"about_ca_topic_score_gemma":0.0001718339,"domain_scores_codex":[0.994624,0.0006591061,0.001637464,0.0006021349,0.001471967,0.001005284],"domain_scores_gemma":[0.9969241,0.0004335972,0.0006551854,0.001081579,0.0004807246,0.0004248214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002287127,0.001569153,0.6237369,0.001695448,0.001096042,0.00004557896,0.0006935262,0.00005377773,0.1084276,0.00001714025,0.0105992,0.2518369],"study_design_scores_gemma":[0.005677538,0.0001349453,0.9688283,0.01551731,0.0002418991,0.0001392574,0.0002587428,0.0003851076,0.002597722,0.000005022845,0.005896019,0.0003180979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673817,0.02138915,0.00006924603,0.004738006,0.0004588785,0.002705275,0.00004172289,0.00008780965,0.00312818],"genre_scores_gemma":[0.8600933,0.1334758,0.004901133,0.0008752557,0.0003865992,0.00009265933,0.0000150043,0.00008908054,0.00007124827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3450914,"threshold_uncertainty_score":0.9999124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07895769089397592,"score_gpt":0.2966382770612843,"score_spread":0.2176805861673084,"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."}}