{"id":"W4286206327","doi":"10.1016/j.sleep.2022.05.496","title":"Strengths of Associations Between Potential Risk Factors and Depressive Symptoms Across Levels of Sleep Quality in University Students: A Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Cross-sectional study; Sleep quality; Depressive symptoms; Quality (philosophy); Medicine; Psychology; Sleep (system call); Environmental health; Clinical psychology; Gerontology; Psychiatry; Anxiety; Insomnia; Computer science; Physics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003216464,0.0004872413,0.0009986568,0.001157372,0.001240415,0.001662416,0.0008215002,0.0008591056,0.001239513],"category_scores_gemma":[0.006668347,0.0006572623,0.001015667,0.001435342,0.0006976071,0.00083388,0.001163273,0.000996294,0.0002245281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004569762,"about_ca_system_score_gemma":0.0006876467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01006447,"about_ca_topic_score_gemma":0.01698576,"domain_scores_codex":[0.9980167,0.0007340313,0.0003171161,0.0003865544,0.000295049,0.0002505816],"domain_scores_gemma":[0.9951716,0.001501073,0.001107841,0.0005299837,0.0006938282,0.0009957291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005518936,0.00006088979,0.9992009,0.000005493114,0.0001114679,0.00001433291,0.000142202,0.000008434821,0.0001060447,0.000008866009,0.00001465935,0.0002715928],"study_design_scores_gemma":[0.000003139272,0.0001058223,0.9991571,0.000003865821,0.00004775435,0.00004420601,0.0005130939,0.00004417204,0.00002899823,0.00001032844,0.00003868147,0.000002836791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994504,0.0001317413,0.00006818037,0.00003074382,0.000009228776,0.000009580516,0.0001068757,0.000001651847,0.0001916756],"genre_scores_gemma":[0.9996725,0.00004893569,0.0000529691,0.00002423858,0.000006117005,0.000007197977,0.0001046194,0.000001050418,0.00008244297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01006447,"threshold_uncertainty_score":0.02001178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527876481383394,"score_gpt":0.3725509230180496,"score_spread":0.3472721582042156,"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."}}