{"id":"W4410502184","doi":"10.1093/sleep/zsaf090.1075","title":"1075 Factors Associated with the Use of Self-help Strategies for Sleep in Children and Adolescents with Epilepsy","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; National Science and Technology Council","keywords":"Epilepsy; Sleep (system call); Psychology; Psychiatry; Medicine; Pediatrics; Developmental psychology; Clinical psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004488052,0.0002142917,0.0002501922,0.0005628424,0.000259878,0.0004193254,0.0001906506,0.0003157068,0.002524914],"category_scores_gemma":[0.0021613,0.0001684756,0.0004179163,0.0005925123,0.0002081709,0.0002836272,0.0002586456,0.0005347196,0.0001822507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951763,"about_ca_system_score_gemma":0.0005059945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009680551,"about_ca_topic_score_gemma":0.01335145,"domain_scores_codex":[0.9996988,0.00006261994,0.0000624302,0.00003529665,0.00007762484,0.00006332034],"domain_scores_gemma":[0.9982534,0.0003350904,0.0009679236,0.000039567,0.0001664899,0.0002374831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004628181,0.00001362365,0.9995515,0.00000450103,0.000007167446,0.00002050346,0.00003697839,0.000003996394,0.000018821,0.000002307095,0.00002945204,0.0003065744],"study_design_scores_gemma":[0.000001263499,0.00002272037,0.9994856,0.000007630594,0.000005564441,0.00009665427,0.0002571668,0.00003861409,0.00001379821,0.000002508451,0.00006773035,8.758608e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993708,0.0001674899,0.00001548345,0.00006265022,0.000003164118,0.000006844219,0.0001643485,0.000001173335,0.0002081558],"genre_scores_gemma":[0.999406,0.0001652857,0.00005658071,0.00002224824,0.00000420158,0.000009990565,0.0002363256,7.264898e-7,0.00009866458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009680551,"threshold_uncertainty_score":0.01924837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098737307223129,"score_gpt":0.2524516636397834,"score_spread":0.2314642905675521,"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."}}