{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004342418,0.0002309581,0.0003622076,0.0005571653,0.0004019375,0.0005680061,0.0002235421,0.0003574687,0.001003156],"category_scores_gemma":[0.001766164,0.0001730148,0.0005373325,0.001017634,0.0002972982,0.0004263788,0.0005229137,0.0007104774,0.000092142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004682569,"about_ca_system_score_gemma":0.0005751599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0224154,"about_ca_topic_score_gemma":0.03455249,"domain_scores_codex":[0.9997215,0.00007152437,0.0000335376,0.00003731363,0.00004910124,0.00008705142],"domain_scores_gemma":[0.9991878,0.0001356164,0.0003944527,0.00002517352,0.00007866848,0.0001782679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007492723,0.0000765858,0.9985341,0.00001620888,0.00004230212,0.00006585658,0.0001450646,0.00001764904,0.00004775508,0.00001217026,0.00005664462,0.000910721],"study_design_scores_gemma":[0.00000391906,0.00007387435,0.9992104,0.00001075212,0.00002057171,0.00008492707,0.0004920851,0.00001758464,0.00001592743,0.000005520339,0.00006346123,0.000001012624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990156,0.0005332817,0.000008889508,0.00004290324,0.000005383728,0.000004059435,0.0001472742,6.231375e-7,0.0002420772],"genre_scores_gemma":[0.9990398,0.0005377016,0.00002626926,0.0000274602,0.000007189773,0.000009591269,0.0002355513,6.911267e-7,0.0001158139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0224154,"threshold_uncertainty_score":0.04456985,"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."}}