{"id":"W4286206404","doi":"10.1016/j.sleep.2022.05.473","title":"A cross-sectional study of the association between sleep quality and anxiety in postsecondary students in Ontario","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; Centre for Disability Prevention and Rehabilitation; Ontario Tech University","funders":"","keywords":"Association (psychology); Cross-sectional study; Anxiety; Sleep quality; Psychology; Quality (philosophy); Clinical psychology; Medicine; Environmental health; Demography; Psychiatry; Insomnia; Sociology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.003715264,0.00009669704,0.0003247336,0.0001163632,0.0001847536,0.000004659305,0.000194049,0.00005794549,0.0005856215],"category_scores_gemma":[0.0001976604,0.00007554082,0.00002450106,0.0002950362,0.00005760309,0.0000289102,0.0002099233,0.0006551688,0.000002140191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006827689,"about_ca_system_score_gemma":0.00004804898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2067015,"about_ca_topic_score_gemma":0.2244668,"domain_scores_codex":[0.9974657,0.0006982236,0.0006709375,0.0002743474,0.0006462754,0.0002445308],"domain_scores_gemma":[0.9991333,0.0003395913,0.000251212,0.0001937714,0.00004331508,0.00003877321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058516,0.0004463359,0.9635417,0.00001163489,0.0001018881,0.000003113733,0.03473504,0.00000936025,0.000004123574,0.00002477255,0.0001460134,0.000870149],"study_design_scores_gemma":[0.00484489,0.0004718299,0.9894964,0.000007822749,0.00001816724,0.00000107834,0.004186167,8.505571e-7,4.385828e-7,0.0001219703,0.0007912007,0.00005915872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995612,0.0001780466,5.976102e-7,0.0008596567,0.0009495781,0.0005856851,0.00001579088,0.000008185156,0.001790474],"genre_scores_gemma":[0.9984329,0.000003286822,0.000001164551,0.0007056054,0.00008593567,0.00008725554,0.00001240712,0.000006526801,0.0006649119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03054887,"threshold_uncertainty_score":0.7985812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347381409809149,"score_gpt":0.4010854793173438,"score_spread":0.3576116652192523,"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."}}