{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003016335,0.000245351,0.0002054695,0.0009080938,0.0002427776,0.0002737402,0.0002818843,0.0002313555,0.001506793],"category_scores_gemma":[0.002208573,0.0001065841,0.0001673427,0.0007158376,0.0001745155,0.0001420792,0.0002381938,0.0002869268,0.0001075963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000662395,"about_ca_system_score_gemma":0.0004232881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0441695,"about_ca_topic_score_gemma":0.05786185,"domain_scores_codex":[0.9997447,0.00003102554,0.00003876417,0.00002043517,0.0001398185,0.00002523853],"domain_scores_gemma":[0.9983715,0.0002439819,0.0006157087,0.00003065553,0.0002936143,0.0004445128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001261,0.00003701437,0.9946853,0.00002662201,0.00004671979,0.0001203968,0.0001090432,0.00006031091,0.000465862,0.00001568986,0.0006003617,0.003706502],"study_design_scores_gemma":[0.000003366958,0.0000305923,0.9996957,0.000002824452,0.000003365459,0.00009877387,0.00002250086,0.00006342046,0.00001819637,0.000002867164,0.00005702806,0.000001344673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969196,0.0005361935,0.0001158866,0.00008443254,0.00001730048,0.00003993631,0.0006156779,0.00001104708,0.001659902],"genre_scores_gemma":[0.9987198,0.0001725751,0.0001250176,0.00001616653,0.000008479641,0.00002343723,0.0006673206,0.000001006154,0.0002661929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0441695,"threshold_uncertainty_score":0.08782476,"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."}}