{"id":"W4220789319","doi":"10.1016/j.bbr.2022.113845","title":"Neural effects of sleep deprivation on inhibitory control and emotion processing","year":2022,"lang":"en","type":"article","venue":"Behavioural Brain Research","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Sleep deprivation; Psychology; Electroencephalography; Cognition; Audiology; Neuroscience; Stimulus (psychology); Developmental psychology; Cognitive psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001166971,0.0001107419,0.0001541346,0.0003640548,0.0004447069,0.00002889998,0.0001696302,0.0001040087,0.0001787856],"category_scores_gemma":[0.0002156835,0.0001090314,0.00004516455,0.0004970708,0.0001538771,0.00008118116,0.0001033976,0.0009324679,0.00001521757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000895438,"about_ca_system_score_gemma":0.00002465756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002181407,"about_ca_topic_score_gemma":0.000005493695,"domain_scores_codex":[0.9972826,0.001127293,0.0002332792,0.0003373074,0.0006332246,0.0003862492],"domain_scores_gemma":[0.9987006,0.0007983194,0.00008201033,0.0002266055,0.0001077303,0.0000847601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009385506,0.0008573097,0.343482,0.00004990362,0.00005852467,0.0001710342,0.005011573,0.000127892,0.02350642,0.002167341,0.005927098,0.6177023],"study_design_scores_gemma":[0.005109707,0.002060292,0.9873489,0.0001348726,0.00003719452,0.00002197046,0.001405185,0.000812683,0.002612139,0.0001304022,0.00008490369,0.0002417988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996164,0.0005120381,0.00004631767,0.001557619,0.0003452062,0.0006941512,0.000007651358,0.00004533527,0.0006277192],"genre_scores_gemma":[0.9992423,0.000001337106,0.00001693691,0.0001958105,0.00006727336,0.0002096264,0.00002302998,0.00002508556,0.0002186072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6438668,"threshold_uncertainty_score":0.4446173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05784715210637571,"score_gpt":0.3677639881064388,"score_spread":0.3099168360000631,"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."}}