{"id":"W849668751","doi":"","title":"Measurement of sleep propensity with the Epworth Sleepiness Scale is not invariant to work schedules","year":2011,"lang":"en","type":"article","venue":"Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles)","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Scale (ratio); Work (physics); Sleep (system call); Psychology; Computer science; Polysomnography; Psychiatry; Physics; Electroencephalography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008551494,0.0007950536,0.0007993685,0.000674221,0.00132296,0.0001011778,0.00217201,0.0007171538,0.001476859],"category_scores_gemma":[0.00004414619,0.0007136218,0.0004186604,0.00258567,0.0007566731,0.0008377896,0.0007654299,0.0009874975,0.0004525697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007097627,"about_ca_system_score_gemma":0.0006816692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00254406,"about_ca_topic_score_gemma":0.001374164,"domain_scores_codex":[0.9954714,0.0005381212,0.0005435589,0.001156201,0.0008972264,0.001393537],"domain_scores_gemma":[0.9964612,0.0001205745,0.0005095876,0.001498634,0.0006051316,0.0008049391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05201226,0.005056282,0.3215517,0.0003312989,0.007856474,0.005688038,0.2670946,0.01325032,0.003184368,0.1624869,0.07085585,0.09063183],"study_design_scores_gemma":[0.02762732,0.001832199,0.8114122,0.003404184,0.003399298,0.0008058716,0.0886771,0.001015288,0.01794965,0.0003956696,0.0390632,0.004417976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161071,0.001140967,0.05473964,0.003631776,0.0004848712,0.001415918,0.0001125064,0.0004053431,0.02196194],"genre_scores_gemma":[0.9914712,0.0001404606,0.005463163,0.001689469,0.0001646547,0.00002524292,0.00003365983,0.0001051258,0.0009070543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4898605,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983245098397277,"score_gpt":0.2031478905403045,"score_spread":0.1733154395563317,"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."}}