{"id":"W4221048729","doi":"10.1093/sleep/zsac062","title":"Sleep–wake states change the interictal localization of candidate epileptic source generators","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba; University of Calgary","funders":"Canadian Institutes of Health Research; Health Sciences Centre Foundation","keywords":"Ictal; Sleep (system call); Epilepsy; Electroencephalography; Wake; Wakefulness; Psychology; Medicine; Audiology; Neuroscience; Physics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003808959,0.0002006191,0.0001651694,0.0003283159,0.0001036084,0.0003750946,0.0001134513,0.000193874,0.0008433259],"category_scores_gemma":[0.002729232,0.0001264783,0.000192767,0.0001589013,0.0002108364,0.0002608921,0.0002886411,0.000134839,0.0001502111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026469,"about_ca_system_score_gemma":0.00009954228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012644,"about_ca_topic_score_gemma":0.001903702,"domain_scores_codex":[0.9998202,0.00005650351,0.00002848231,0.00004471749,0.00002698684,0.00002321643],"domain_scores_gemma":[0.9992094,0.0003502525,0.0002512002,0.00007910172,0.00006042826,0.00004965889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001795374,0.00006888541,0.9507493,0.00003943909,0.0002773047,0.0002947699,0.0003061029,0.001105573,0.02771547,0.00006298203,0.0001442427,0.01744061],"study_design_scores_gemma":[0.000008768307,0.0001194736,0.9977905,0.000002859484,0.00002433361,0.0002580172,0.00006731957,0.0008367041,0.0007966337,0.00004635219,0.00004643626,0.000002622894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994115,0.00006113912,0.0002891101,0.000008014012,0.000001406073,0.000002621254,0.00005502555,0.000005082394,0.0001660721],"genre_scores_gemma":[0.9997225,0.00001897345,0.00009200972,0.000005821324,0.000002184929,0.00000167365,0.000118431,0.000002909293,0.00003541031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001012644,"threshold_uncertainty_score":0.002821147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226050245641423,"score_gpt":0.2443831923108347,"score_spread":0.2221226898544205,"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."}}