{"id":"W2037959412","doi":"10.5665/sleep.1606","title":"Reliability of a Single Objective Measure in Assessing Sleepiness","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute for Occupational Safety and Health; National Heart, Lung, and Blood Institute; Federal Highway Administration","keywords":"Multiple Sleep Latency Test; Nap; Intraclass correlation; Psychomotor vigilance task; Polysomnography; Somnolence; Psychology; Medicine; Statistics; Anesthesia; Reproducibility; Apnea; Sleep deprivation; Mathematics; Sleep disorder; Internal medicine; Circadian rhythm; Psychiatry; Insomnia; Excessive daytime sleepiness","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007732984,0.0006628538,0.0008078042,0.001567819,0.0001976481,0.001070421,0.0005746974,0.0007315871,0.0007549271],"category_scores_gemma":[0.02802839,0.0003035427,0.0008144252,0.0007210964,0.0004672213,0.0007555878,0.0008764046,0.0005738605,0.0004146195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002578301,"about_ca_system_score_gemma":0.0003062778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008871285,"about_ca_topic_score_gemma":0.001611164,"domain_scores_codex":[0.9922564,0.002706017,0.0009898235,0.001088127,0.002733137,0.0002265573],"domain_scores_gemma":[0.9726453,0.01279706,0.006674096,0.002043827,0.005095196,0.0007444046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001070662,0.0001905311,0.9610468,0.0001882989,0.0007373309,0.00005316157,0.0002908324,0.0006379628,0.002689173,0.00003963754,0.0003249196,0.03273072],"study_design_scores_gemma":[0.00003671793,0.00161871,0.9938239,0.00005783288,0.0001539339,0.00029795,0.0001234175,0.002186147,0.001321686,0.00005631917,0.0002981737,0.00002523327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901625,0.001120455,0.005199759,0.00004683976,0.00009945098,0.0001222193,0.0006143618,0.00009408192,0.002540218],"genre_scores_gemma":[0.9968241,0.0001889204,0.001981777,0.00003409762,0.00006630773,0.00007755237,0.0005058282,0.00001854913,0.0003028658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007732984,"threshold_uncertainty_score":0.04089642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04694351742179861,"score_gpt":0.2946717970018033,"score_spread":0.2477282795800047,"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."}}