{"id":"W4412982935","doi":"10.1016/j.yebeh.2025.110613","title":"Sleep disturbances and health-related quality of life in children with epilepsy: A caregiver survey","year":2025,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"FamilieSCN2A Foundation","keywords":"Epilepsy; Sleep (system call); Psychology; Quality of life (healthcare); Sleep quality; Psychiatry; Medicine; Gerontology; Insomnia; Psychotherapist; Computer science","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":[0.001180545,0.0002456921,0.0004498415,0.001041409,0.0003495364,0.0005360628,0.0003028391,0.0002981363,0.001339608],"category_scores_gemma":[0.002729453,0.0002280309,0.0004558631,0.001454018,0.000273393,0.0005088969,0.0008130326,0.0005697536,0.0002824493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005384904,"about_ca_system_score_gemma":0.0004941544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0147338,"about_ca_topic_score_gemma":0.01979251,"domain_scores_codex":[0.9993144,0.0001423414,0.0001413648,0.00008673866,0.0001978923,0.0001172686],"domain_scores_gemma":[0.9978993,0.0001939123,0.001185609,0.0000757676,0.0003029395,0.0003423241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001471239,0.00002377696,0.9985648,0.00002586815,0.00001791482,0.00004406846,0.0001706826,0.00001443668,0.00003375664,0.000004242574,0.0001950333,0.0008907947],"study_design_scores_gemma":[0.000002095276,0.00004056513,0.9991874,0.00001469296,0.000005317314,0.0001160977,0.0003819319,0.00002352661,0.00001312985,0.000002240231,0.0002110914,0.000002062013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970775,0.0003700598,0.00003867303,0.0001061759,0.000005804632,0.00003291139,0.00189726,0.000004311773,0.0004673466],"genre_scores_gemma":[0.9967524,0.0005843574,0.0001579548,0.00006698307,0.00000742472,0.00006447022,0.002164088,0.000002192778,0.0002001682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0147338,"threshold_uncertainty_score":0.02929604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04327109388628285,"score_gpt":0.3499109666621463,"score_spread":0.3066398727758635,"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."}}