{"id":"W2023109729","doi":"10.1097/jom.0b013e3181c99505","title":"Impaired Health Status, Daily Functioning, and Work Productivity in Adults With Excessive Sleepiness","year":2010,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Alertness; Narcolepsy; Obstructive sleep apnea; Absenteeism; Depression (economics); Medicine; Epworth Sleepiness Scale; Presenteeism; Physical therapy; Excessive daytime sleepiness; Cognition; Psychology; Sleep disorder; Psychiatry; Neurology; Polysomnography; Apnea; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002572722,0.0001057124,0.0001970918,0.0001257801,0.0000718837,0.000004326963,0.00003517523,0.00006011705,0.0003536324],"category_scores_gemma":[0.00002796808,0.00006713449,0.00001358664,0.000105898,0.0002889649,0.0001226027,0.00001315223,0.000355163,0.000001849338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002835268,"about_ca_system_score_gemma":0.00002664775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001324743,"about_ca_topic_score_gemma":0.00007142789,"domain_scores_codex":[0.9991338,0.00004779194,0.0002868729,0.0001561553,0.0002190418,0.0001563658],"domain_scores_gemma":[0.9994261,0.00005708459,0.0002839327,0.00006982917,0.00001127195,0.0001517607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002641195,0.0003017291,0.9561138,0.00001410433,0.00009377478,0.00001938229,0.00399866,0.00002318037,0.000128439,0.00003481309,0.0008255538,0.03580539],"study_design_scores_gemma":[0.004734617,0.0008461605,0.9904556,0.0001445078,0.00002712222,0.0001945025,0.002582381,0.00001013474,0.000002953404,0.0000528762,0.0008762327,0.00007291263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947651,0.002239933,0.00007199826,0.002152273,0.0005114416,0.000124559,0.000005625461,0.000003332511,0.0001257576],"genre_scores_gemma":[0.998981,0.0003237531,0.0001413479,0.0002028962,0.0002328523,0.000004723436,0.00002146339,0.000008007178,0.00008393985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03573247,"threshold_uncertainty_score":0.3872027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0094681306474096,"score_gpt":0.266764733946213,"score_spread":0.2572966032988034,"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."}}