{"id":"W2124312941","doi":"10.1542/peds.2015-0028","title":"Recovery From Central Nervous System Acute Demyelination in Children","year":2015,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Izaak Walton Killam Health Centre; Queen's University; Children's Hospital of Eastern Ontario; McGill University; University of Ottawa; McMaster University; Janeway Children's Health and Rehabilitation Centre; Montreal Neurological Institute and Hospital; Montreal Children's Hospital; University of Toronto; Saint John Regional Hospital; SickKids Foundation; Institute for Work & Health; University of Manitoba; University of British Columbia; University of Saskatchewan; Université de Montréal; Hospital for Sick Children","funders":"","keywords":"Medicine; Interquartile range; Optic neuritis; Multiple sclerosis; Pediatrics; Prospective cohort study; Transverse myelitis; Neuromyelitis optica; Acute disseminated encephalomyelitis; Cohort; Central nervous system disease; Surgery; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.000308863,0.0001223291,0.0002628655,0.0002085566,0.00003534312,0.00002395944,0.0001034512,0.00009804606,0.000009186506],"category_scores_gemma":[0.0007607153,0.0001077506,0.0000596365,0.0003979242,0.00002222074,0.0001100003,0.000101719,0.0002294282,0.000100314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005083989,"about_ca_system_score_gemma":0.0001790114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009142209,"about_ca_topic_score_gemma":0.00005162031,"domain_scores_codex":[0.9984751,0.00007039077,0.000272217,0.0002511581,0.0005580922,0.0003730332],"domain_scores_gemma":[0.9991947,0.0001072642,0.00007066601,0.0002106605,0.0001623073,0.0002543436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284223,0.00007751605,0.9816256,0.00003273308,0.00006418371,0.00002692041,0.0003058086,0.0000813903,0.00006612244,0.000009904983,0.008040812,0.009540546],"study_design_scores_gemma":[0.001892919,0.000101908,0.9958382,0.00002293784,0.0001117532,0.000009148716,0.0001896607,0.001434134,0.0000539812,0.00002407366,0.0002165221,0.0001047587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960518,0.001205262,0.0002838702,0.0004734611,0.0003233662,0.000493888,0.000099736,0.00009410817,0.0009744581],"genre_scores_gemma":[0.9953785,0.001391461,0.001385771,0.0000604097,0.001443872,0.00002724889,0.0001728874,0.0000199373,0.0001199295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421256,"threshold_uncertainty_score":0.4393944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323680087578969,"score_gpt":0.2908704925176025,"score_spread":0.2576336916418128,"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."}}