{"id":"W4306293638","doi":"10.1093/sleep/zsac250","title":"Focal epilepsy impacts rapid eye movement sleep microstructure","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McGill University; Montreal Neurological Institute and Hospital","funders":"Hewitt Foundation; Canadian Institutes of Health Research","keywords":"Epilepsy; Sleep (system call); Eye movement; Rapid eye movement sleep; Medicine; Physical medicine and rehabilitation; Psychology; Neuroscience; Ophthalmology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003446341,0.0002447054,0.0002351781,0.0002072905,0.0008483731,0.0001199019,0.0008275966,0.0000660127,0.006640779],"category_scores_gemma":[0.0002749728,0.0002271193,0.0001589779,0.0007095311,0.0001573441,0.0001658406,0.0007694544,0.0006913912,0.0002442698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238244,"about_ca_system_score_gemma":0.00005973828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004863074,"about_ca_topic_score_gemma":0.000006243944,"domain_scores_codex":[0.9966571,0.0003631669,0.0002925436,0.0006950158,0.001114315,0.0008779097],"domain_scores_gemma":[0.9988517,0.0001194283,0.00009216578,0.0006162777,0.00003840283,0.0002820071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004450854,0.0004915262,0.01023959,0.00004512602,0.00003892808,0.0004656757,0.001212668,0.001445489,0.8437473,0.004478405,0.0109621,0.1264281],"study_design_scores_gemma":[0.00314041,0.001002952,0.01912993,0.00001070723,0.00003420371,0.00007958437,0.0006966909,0.005492824,0.8314236,0.006108955,0.1319994,0.0008806969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985521,0.0003528965,0.0002339865,0.002064331,0.001722774,0.0006584468,0.0002239744,0.000174042,0.009048599],"genre_scores_gemma":[0.9942662,0.00002266488,0.00004770594,0.004395966,0.0002111246,0.0001629028,0.00001973346,0.00004688662,0.0008268146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255474,"threshold_uncertainty_score":0.9942673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02230855245167341,"score_gpt":0.2830335791147166,"score_spread":0.2607250266630432,"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."}}