{"id":"W4378611633","doi":"10.1093/sleep/zsad077.0172","title":"0172 Canadian varsity athletes’ sleep and mental health: preliminary analyses","year":2023,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université du Québec en Outaouais","funders":"","keywords":"Pittsburgh Sleep Quality Index; Athletes; Epworth Sleepiness Scale; Psychology; Anxiety; Physical therapy; Insomnia; Burnout; Depression (economics); Basketball; Mental health; Clinical psychology; Medicine; Psychiatry; Sleep quality; Polysomnography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002060913,0.0001712315,0.0002054396,0.0003755042,0.0004039551,0.00002378584,0.0001596613,0.0001771721,0.001064706],"category_scores_gemma":[0.00001862597,0.0001660071,0.00007877549,0.0005519296,0.0001044143,0.00005843127,0.00006218214,0.0002225537,0.001520546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008789378,"about_ca_system_score_gemma":0.00005179159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07565445,"about_ca_topic_score_gemma":0.03016765,"domain_scores_codex":[0.9984617,0.0001170721,0.0002120224,0.000399152,0.0001421717,0.0006678717],"domain_scores_gemma":[0.9991183,0.00004435696,0.00006200834,0.0003078869,0.00001979923,0.0004476639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003130022,0.000451882,0.1048775,0.00007074919,0.002418299,0.0005073078,0.02826345,0.0002015955,0.0001708545,0.003562092,0.5125861,0.3465772],"study_design_scores_gemma":[0.007056448,0.001672444,0.6816627,0.000109018,0.000448021,0.0001733782,0.01977471,0.005819339,0.00005765853,0.002144636,0.2795871,0.001494522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210004,0.00964205,0.00002229091,0.01594528,0.002868711,0.0006423202,0.0001553819,0.0003936701,0.04932995],"genre_scores_gemma":[0.9953373,0.0003417762,0.00004756874,0.001750618,0.00008150654,0.00002152622,0.0002003709,0.00003136168,0.002187965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5767852,"threshold_uncertainty_score":0.9998485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573324374741787,"score_gpt":0.3358994327765313,"score_spread":0.3001661890291134,"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."}}