{"id":"W2108252316","doi":"10.1093/sleep/33.10.1305","title":"Sleep Deprivation and Interference by Emotional Distracters","year":2010,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Psychiatric Research Foundation; National Alliance for Research on Schizophrenia and Depression","keywords":"Psychology; Sleep deprivation; Sleep (system call); Privation; Non-rapid eye movement sleep; Developmental psychology; Cognitive psychology; Audiology; Neuroscience; Medicine; Cognition; Electroencephalography; 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":[0.0001457261,0.0002707947,0.000244356,0.0001316613,0.000138027,0.0001868779,0.0001695103,0.0001591407,0.001553851],"category_scores_gemma":[0.0004392381,0.0001448691,0.0001789408,0.00006826423,0.000385838,0.0001210498,0.0002664212,0.000219541,0.00007638807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022929,"about_ca_system_score_gemma":0.0003166575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942882,"about_ca_topic_score_gemma":0.003543288,"domain_scores_codex":[0.9999341,0.00001621211,0.000007337,0.00001749707,0.00001014505,0.00001467988],"domain_scores_gemma":[0.9996955,0.00008332232,0.00008604772,0.0000288973,0.00001739425,0.00008882134],"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":[0.07238812,0.002214183,0.04426416,0.0006336882,0.0003248502,0.0006785424,0.000454019,0.0001989629,0.8551464,0.0001601947,0.0001972425,0.02333966],"study_design_scores_gemma":[0.002365652,0.04884665,0.8592573,0.00006642814,0.0003614973,0.0009183529,0.0003614309,0.000729191,0.08506969,0.0002043068,0.001792846,0.00002647979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993834,0.0002437735,0.0001215223,0.00001493442,0.000006493105,0.00002805922,0.00004836994,0.000003752087,0.0001494601],"genre_scores_gemma":[0.998868,0.0001836927,0.0002813466,0.00004543476,0.000008566233,0.00006563592,0.0001207773,0.000003594962,0.0004229759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001942882,"threshold_uncertainty_score":0.005198181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008878912030443,"score_gpt":0.2633670871337289,"score_spread":0.2532782980134245,"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."}}