{"id":"W6998582307","doi":"","title":"The association between sleep quality and anxiety among postsecondary students","year":2022,"lang":"en","type":"dissertation","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Association (psychology); Sleep quality; Sleep (system call); Cohort study; Cohort; Quality (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001040171,0.0003358297,0.0007025048,0.0005199166,0.001405056,0.00003553112,0.001443128,0.001655754,0.001045711],"category_scores_gemma":[0.0001303038,0.000373008,0.0002818942,0.0006353049,0.0003056385,0.0004465459,0.0003847078,0.003342178,0.00002768319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010818,"about_ca_system_score_gemma":0.0003474201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03699683,"about_ca_topic_score_gemma":0.116823,"domain_scores_codex":[0.9977649,0.00005070325,0.0005073623,0.0006334229,0.0006448859,0.0003987041],"domain_scores_gemma":[0.9975665,0.0000157147,0.001378514,0.000711947,0.0002455076,0.00008182719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000663607,0.0005990844,0.6938319,0.0001154192,0.009487279,0.00005178729,0.01912345,0.000005824243,0.0001305218,0.003168042,0.002352107,0.270471],"study_design_scores_gemma":[0.001316928,0.000104358,0.5471997,0.00003108282,0.0006050662,0.000001526751,0.009333966,1.969712e-7,0.00001824049,0.0003852866,0.440788,0.000215696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973065,0.001210577,0.000002081013,0.0002281194,0.001839205,0.0005629568,0.0001293109,0.0001099913,0.02285272],"genre_scores_gemma":[0.9053512,0.001856447,0.005547236,0.00007216541,0.00006695779,0.00001834288,0.003200589,0.0001048876,0.08378213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4384359,"threshold_uncertainty_score":0.999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013766030269316,"score_gpt":0.2638407302371386,"score_spread":0.2537030699344454,"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."}}