{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000136272,0.0003980766,0.0003515339,0.0002413407,0.0002539975,0.0003952371,0.0001820023,0.0002784435,0.003483145],"category_scores_gemma":[0.0007590533,0.0002226234,0.0001937652,0.000243161,0.0008765287,0.000331225,0.0003372171,0.0007059426,0.0001385669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005334505,"about_ca_system_score_gemma":0.0006104151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005784542,"about_ca_topic_score_gemma":0.01494781,"domain_scores_codex":[0.9999365,0.000009644115,0.000004693878,0.00001305516,0.00001290144,0.0000232537],"domain_scores_gemma":[0.9995645,0.0001918531,0.00007031183,0.00002773805,0.00003683327,0.0001088089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0647248,0.001263696,0.0266456,0.0005990886,0.0005257684,0.0004801151,0.0007297446,0.0006170747,0.8626559,0.001189933,0.0006144576,0.03995371],"study_design_scores_gemma":[0.000545698,0.003008213,0.9624905,0.00004420311,0.0001454489,0.0002637474,0.0005020759,0.0008585732,0.03003328,0.001005557,0.001085403,0.00001737199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974514,0.0006732442,0.0002165608,0.0001031734,0.00002611683,0.00002025154,0.000243174,0.000003708536,0.001262431],"genre_scores_gemma":[0.9972457,0.0006405918,0.0002763799,0.0001221754,0.00002020921,0.00005623266,0.0002943381,0.00001199585,0.001332469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005784542,"threshold_uncertainty_score":0.01165229,"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."}}