{"id":"W4386989266","doi":"10.1016/j.msard.2023.105025","title":"Sleep, physical activity, and psychological outcomes in children and adolescents with pediatric onset multiple sclerosis","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Queen's University; University of Toronto; Hospital for Sick Children","funders":"National Multiple Sclerosis Society","keywords":"Actigraphy; Medicine; Sleep onset latency; Sleep onset; Sleep (system call); Depression (economics); Physical therapy; Population; Quality of life (healthcare); Pediatrics; Psychiatry; Insomnia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000310501,0.0005168937,0.0008642631,0.0005375559,0.0003801393,0.00008788162,0.0001343183,0.000285855,0.000009673608],"category_scores_gemma":[0.0005123427,0.000367358,0.0001259553,0.001057203,0.0006364512,0.0002118517,0.0003991546,0.0007698842,0.00002255478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004578303,"about_ca_system_score_gemma":0.00001766644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000544575,"about_ca_topic_score_gemma":0.0003100267,"domain_scores_codex":[0.9969612,0.0001727824,0.0003533327,0.001090606,0.0005753144,0.0008467897],"domain_scores_gemma":[0.9986514,0.0003705123,0.0001232711,0.0003718632,0.00005804929,0.0004248499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005447834,0.001594963,0.964352,0.0001037629,0.0001764261,0.000005586132,0.0005538007,0.00003518994,0.001792652,0.000001803173,0.0001309238,0.03070813],"study_design_scores_gemma":[0.01454927,0.0006757682,0.9772096,0.0002893441,0.0001329042,0.0000124443,0.0002657063,0.006355544,0.00005620801,0.00002016786,0.000005115004,0.0004279889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962155,0.0005300223,0.000005819622,0.001315883,0.00006106337,0.001506565,0.00008619623,0.0002340918,0.00004489354],"genre_scores_gemma":[0.9834898,0.01601656,0.0000949437,0.0000590176,0.00004027493,0.0001442427,0.00003954201,0.00006797128,0.00004763462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03028014,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04539463137848946,"score_gpt":0.2931429324723883,"score_spread":0.2477483010938988,"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."}}