{"id":"W4322496204","doi":"10.1111/dmcn.15547","title":"Impaired sleep homeostasis in children with epilepsy","year":2023,"lang":"en","type":"letter","venue":"Developmental Medicine & Child Neurology","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Epilepsy; Sleep (system call); Psychology; Medicine; Psychiatry; Neuroscience; 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":[0.00137586,0.0006170321,0.0009889968,0.000638095,0.001838162,0.001221508,0.001154709,0.01742075,0.002569704],"category_scores_gemma":[0.0164107,0.0003575454,0.0006738774,0.0007268445,0.001461978,0.001723908,0.0006952288,0.0158536,0.001735033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002621795,"about_ca_system_score_gemma":0.002554654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105636,"about_ca_topic_score_gemma":0.01447219,"domain_scores_codex":[0.9986772,0.000364627,0.0002094252,0.0001925509,0.0003712588,0.000185025],"domain_scores_gemma":[0.9951867,0.002997701,0.0003818117,0.0001397211,0.0007845128,0.0005095823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008889405,0.000027008,0.005030634,0.0001345368,0.00003202133,0.01690982,0.0003125831,0.00008013006,0.0002403564,0.001476676,0.9581831,0.01748415],"study_design_scores_gemma":[0.0005967579,0.0003307121,0.02945032,0.003255421,0.0002661049,0.1419438,0.002143371,0.00132145,0.001119593,0.01785422,0.8014867,0.0002315161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002755094,0.006562091,0.000103098,0.962002,0.02472977,0.000009313727,0.00009395092,0.00003982927,0.003704901],"genre_scores_gemma":[0.03777985,0.00910636,0.0002726152,0.8365421,0.1123689,0.00006068938,0.0001101518,0.00004472974,0.003714484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01742075,"threshold_uncertainty_score":0.02198404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211833294272859,"score_gpt":0.2676961298640242,"score_spread":0.2355777969212956,"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."}}