{"id":"W4299432268","doi":"","title":"The Toronto Hospital Alertness Test scale: relationship to daytime sleepiness, fatigue, and symptoms of depression and anxiety","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alertness; Depression (economics); Anxiety; Epworth Sleepiness Scale; Psychology; Daytime; Excessive daytime sleepiness; Clinical psychology; Test (biology); Psychiatry; Medicine; Physical therapy; Sleep disorder; Insomnia; Polysomnography; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001095578,0.0003309202,0.0005596955,0.0001689395,0.0004479768,0.0003782416,0.001384667,0.0002577492,0.002687167],"category_scores_gemma":[0.000670439,0.0002050662,0.00009947696,0.0005009997,0.0003417775,0.001523632,0.0007087163,0.000271169,0.00001465638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006647717,"about_ca_system_score_gemma":0.00004139236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009293529,"about_ca_topic_score_gemma":0.0002193546,"domain_scores_codex":[0.9973876,0.0003028564,0.0008648153,0.000572836,0.0004469827,0.0004248848],"domain_scores_gemma":[0.996129,0.001829734,0.0006861617,0.0007163227,0.0002929053,0.0003458951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001548483,0.0001654345,0.7819051,0.000009492801,0.0001468527,0.000003813588,0.0004476721,0.000003538809,0.003274088,0.0002006138,0.01247477,0.2012138],"study_design_scores_gemma":[0.001071928,0.00004749664,0.9931768,0.0009540904,0.0001029478,0.00001106389,0.0001581871,0.000005726071,0.001696418,0.0006114808,0.001823563,0.000340259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498923,0.04033848,0.0004335453,0.0005621038,0.0009018525,0.0007417696,0.00006292081,0.00003834318,0.007028705],"genre_scores_gemma":[0.9936537,0.005444186,0.0001032277,0.00008657292,0.0001289244,0.00008493078,0.000005124724,0.00005271519,0.0004406184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2112717,"threshold_uncertainty_score":0.9982245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09902099350172745,"score_gpt":0.4915062177488149,"score_spread":0.3924852242470874,"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."}}