{"id":"W2324220728","doi":"10.1177/0706743715620410","title":"Sleep Quality Among Psychiatry Residents","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Epworth Sleepiness Scale; Sleep (system call); Anxiety; Excessive daytime sleepiness; Psychiatry; Sleep medicine; Medicine; Psychology; Sleep disorder; Sleep debt; Insomnia; Sleep quality; Polysomnography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000463462,0.0001594313,0.000205804,0.0005441644,0.0003206264,0.000324331,0.0001977276,0.0002452928,0.001906068],"category_scores_gemma":[0.002625898,0.0001434399,0.0002288538,0.0007070232,0.0001947459,0.0002621023,0.0003802314,0.0003118704,0.0001522753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423852,"about_ca_system_score_gemma":0.0003501773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01314419,"about_ca_topic_score_gemma":0.01644875,"domain_scores_codex":[0.999693,0.00005544477,0.00004274049,0.00004898866,0.00009279895,0.00006689299],"domain_scores_gemma":[0.9985631,0.000144873,0.0008375445,0.00002846878,0.0001756994,0.0002503038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003660222,0.00002158808,0.9976016,0.0000221624,0.00003233963,0.00005618309,0.0001241297,0.00001390378,0.00008995077,0.000003912686,0.0001534661,0.001844206],"study_design_scores_gemma":[0.00000166091,0.00003712122,0.9996538,0.00000653027,0.000005681415,0.00007980384,0.0001215943,0.00002030058,0.00001085958,0.000002348394,0.00005943608,8.88889e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984699,0.0007238035,0.00002986162,0.0001381189,0.000009076612,0.000006691417,0.0002773482,0.000003007059,0.0003422028],"genre_scores_gemma":[0.9994673,0.000203561,0.00003567892,0.00003624192,0.00001048251,0.000003862912,0.000157083,7.092618e-7,0.00008504139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01314419,"threshold_uncertainty_score":0.02613539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514174688706771,"score_gpt":0.2866756830501231,"score_spread":0.2715339361630554,"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."}}