{"id":"W4394856780","doi":"10.1371/journal.pone.0302265","title":"A cross-sectional study of university students’ mental health and lifestyle practices amidst the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Anxiety; Mental health; Odds ratio; Odds; Depression (economics); Beck Anxiety Inventory; Medicine; Cross-sectional study; Clinical psychology; Logistic regression; Pandemic; Perceived Stress Scale; Psychiatry; Beck Depression Inventory; Gerontology; Psychology; Demography; Coronavirus disease 2019 (COVID-19); Stress (linguistics); Disease; Internal medicine","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":[0.001045057,0.0002615392,0.0002614063,0.0007428108,0.0007652033,0.0006962353,0.0002867586,0.0005351405,0.001880535],"category_scores_gemma":[0.001812338,0.0003865944,0.0003245738,0.0008554917,0.0002783506,0.0005590229,0.0006563284,0.0007901536,0.0005215312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273089,"about_ca_system_score_gemma":0.0005320125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005038551,"about_ca_topic_score_gemma":0.00788134,"domain_scores_codex":[0.9994975,0.0001449823,0.00006553013,0.00006803367,0.00009420325,0.0001296942],"domain_scores_gemma":[0.9985322,0.000162646,0.0005537408,0.00008933778,0.0001767664,0.0004853495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002450544,0.0001766193,0.998602,0.000006472652,0.00001183649,0.00002794086,0.0003231421,0.000007122471,0.0001114463,0.000005840453,0.00005527429,0.0006478448],"study_design_scores_gemma":[0.000003621935,0.000259439,0.9978656,0.000006784876,0.000006590379,0.00008121103,0.001560841,0.00004430358,0.00003443217,0.000004137406,0.0001299876,0.000003093447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996026,0.00003313788,0.00002800588,0.0000216733,0.000003661869,0.00002159439,0.0001325331,0.000001166786,0.0001556181],"genre_scores_gemma":[0.9994596,0.0000665995,0.00006700582,0.00004955739,0.000008260778,0.0000326306,0.0001654494,7.018654e-7,0.0001502238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005038551,"threshold_uncertainty_score":0.01001847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2389485033503299,"score_gpt":0.4775805496683157,"score_spread":0.2386320463179858,"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."}}