{"id":"W4394816295","doi":"10.7717/peerj.17217","title":"Cross-sectional association between 24-hour movement guidelines and depressive symptoms in Chinese university students","year":2024,"lang":"en","type":"article","venue":"PeerJ","topic":"Physical Activity and Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Social Science Fund of China","keywords":"Cross-sectional study; Logistic regression; Depression (economics); Medicine; Sitting; Odds ratio; Depressive symptoms; Population; Demography; Association (psychology); Gerontology; Psychology; Psychiatry; Internal medicine; Environmental health; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007586245,0.0002590379,0.0003321252,0.0008550342,0.0006043553,0.0004826907,0.0003895955,0.0004564523,0.00126811],"category_scores_gemma":[0.001515503,0.0002516835,0.0004229824,0.001047377,0.0002869028,0.0002430312,0.0003610784,0.0003678192,0.0001160724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005972759,"about_ca_system_score_gemma":0.0007765812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05476969,"about_ca_topic_score_gemma":0.06555595,"domain_scores_codex":[0.999581,0.00007454427,0.00007053914,0.00008343459,0.00008885319,0.0001015967],"domain_scores_gemma":[0.9988673,0.0001313136,0.000391798,0.0000591965,0.0002377667,0.0003127322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001463846,0.0000205746,0.9993159,0.000008463617,0.00002506424,0.000017683,0.00008043377,0.000006752644,0.00006357242,0.00000419035,0.00003690535,0.0004058134],"study_design_scores_gemma":[0.000001492034,0.00002073267,0.9997182,0.000003518595,0.00001165223,0.0000191503,0.0001435875,0.00003371052,0.00001367423,0.000002791591,0.000030095,0.000001255491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999587,0.00009436598,0.00002006141,0.00002684605,0.00000362241,0.00000904618,0.0001334822,8.898779e-7,0.0001245835],"genre_scores_gemma":[0.9996699,0.00006024886,0.00003200885,0.00002700829,0.000004551916,0.00001081537,0.0001406028,3.507762e-7,0.00005457298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05476969,"threshold_uncertainty_score":0.1089018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04480716274651208,"score_gpt":0.3925795513579717,"score_spread":0.3477723886114596,"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."}}