{"id":"W2131589128","doi":"10.1155/2013/140725","title":"The Role of Daytime Sleepiness in Psychosocial Outcomes after Treatment for Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"Sleep Disorders","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Dalhousie University; Nova Scotia Health Research Foundation","keywords":"Epworth Sleepiness Scale; Obstructive sleep apnea; Excessive daytime sleepiness; Continuous positive airway pressure; Mood; Polysomnography; Beck Depression Inventory; Sleep apnea; Physical therapy; Psychosocial; Medicine; Psychology; Sleep disorder; Clinical psychology; Apnea; Psychiatry; Internal medicine; Insomnia; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001669543,0.0003286385,0.0005535189,0.0002113779,0.0001444231,0.00003661008,0.0002360681,0.0001508522,0.0002781818],"category_scores_gemma":[0.0002200808,0.0002204373,0.0003523837,0.0003877016,0.000409034,0.0001823999,0.00007309255,0.0001893749,0.00007809294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752035,"about_ca_system_score_gemma":0.00003483871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000682504,"about_ca_topic_score_gemma":0.0006333663,"domain_scores_codex":[0.9977599,0.00009503096,0.0005101829,0.0004662941,0.0004539711,0.000714645],"domain_scores_gemma":[0.9984796,0.0004174447,0.0001442361,0.0005503292,0.0002498426,0.000158518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008020867,0.0005515715,0.5376955,0.00003596871,0.0005080611,0.000001609411,0.001286997,0.00001364467,0.000653375,0.0007693325,0.00002032418,0.4576615],"study_design_scores_gemma":[0.008685031,0.0006709649,0.9599338,0.00002024553,0.0001583294,0.000002502331,0.005922816,0.004291749,0.00157645,0.0144801,0.003913582,0.000344462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986986,0.001025987,0.0003111941,0.003411219,0.0003692917,0.004053304,0.00006102786,0.00004479667,0.00373713],"genre_scores_gemma":[0.9964793,0.00004048873,0.0005691677,0.00006813322,0.00008859997,0.00243153,0.00003005617,0.00006281251,0.0002299671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.457317,"threshold_uncertainty_score":0.8989173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008698726948113177,"score_gpt":0.2871386753465344,"score_spread":0.2784399483984212,"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."}}