{"id":"W4395695091","doi":"10.21608/zumj.2024.279212.3278","title":"Serum Orexin in Epilepsy: Relation to Cognitive Impairment and Sleep Disorders","year":2024,"lang":"en","type":"article","venue":"Zagazig University Medical Journal","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epilepsy; Sleep (system call); Cognitive impairment; Cognition; Psychiatry; Orexin-A; Orexin; Audiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000283174,0.0002382053,0.0002526893,0.00077836,0.0002404383,0.0003329942,0.0001472963,0.0003038186,0.001269351],"category_scores_gemma":[0.0008894407,0.0001350373,0.0002025205,0.0005544268,0.0002364539,0.0001304608,0.0001832697,0.0003164571,0.00009739511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002564276,"about_ca_system_score_gemma":0.0001828339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002559383,"about_ca_topic_score_gemma":0.002345772,"domain_scores_codex":[0.9998833,0.00002209228,0.00002146451,0.00002601487,0.00002704185,0.00002009083],"domain_scores_gemma":[0.9994127,0.0001364306,0.0002905003,0.00002914431,0.00004720841,0.00008409254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002600566,0.00005136548,0.9976767,0.00001348556,0.00003839052,0.0003048831,0.00002407043,0.00002507133,0.0003975807,0.00001129237,0.00002712303,0.001170139],"study_design_scores_gemma":[0.00000680186,0.00009885371,0.9987564,0.000003253742,0.00001972317,0.0008599145,0.00003113164,0.00007259533,0.00007229658,0.00002193815,0.00005594986,0.000001142352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992359,0.0003985493,0.00002445045,0.00002967383,0.000003664409,0.000003546962,0.00006515857,0.000001709408,0.0002373503],"genre_scores_gemma":[0.9997399,0.00008369613,0.00002785602,0.000009696812,0.000005276683,0.000001554404,0.00005029203,3.910637e-7,0.00008130509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002559383,"threshold_uncertainty_score":0.005088925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828765417847501,"score_gpt":0.2800916722744661,"score_spread":0.2618040180959911,"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."}}