{"id":"W4386601696","doi":"10.3390/su151813573","title":"Depressive Symptoms and Associated Factors among Employees in Public Utility Places of Zhejiang Province, China","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Chinese Center for Disease Control and Prevention","keywords":"Psychosocial; Depression (economics); Depressive symptoms; Public health; Questionnaire; Logistic regression; China; Cross-sectional study; Quarter (Canadian coin); Intervention (counseling); Environmental health; Medicine; Psychology; Gerontology; Psychiatry; Cognition; Nursing; Geography","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":[0.0003867797,0.0002069344,0.000198952,0.0006281772,0.0005959069,0.0004223084,0.0002082027,0.0002113339,0.000573814],"category_scores_gemma":[0.000501483,0.0001937192,0.0002277452,0.0008639704,0.0002344025,0.0001628238,0.0003172192,0.0002301852,0.00004549881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006514749,"about_ca_system_score_gemma":0.0006736979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06085711,"about_ca_topic_score_gemma":0.09310323,"domain_scores_codex":[0.9997779,0.00003863488,0.00003727298,0.00003751928,0.00004780727,0.00006090119],"domain_scores_gemma":[0.9996135,0.00003308112,0.000150905,0.00001785713,0.00004602782,0.0001387618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001645597,0.00002246225,0.9988028,0.000009197509,0.00001278199,0.00006221225,0.000211144,0.00001490524,0.0001558034,0.000007846689,0.00003523208,0.0006491747],"study_design_scores_gemma":[0.00000199036,0.00002036838,0.9995189,0.000004520865,0.000005822315,0.00003001105,0.0003266369,0.00003981862,0.0000157125,0.000004469691,0.00003065543,0.000001202538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997516,0.00008530915,0.000008980549,0.00002658107,0.000002082566,0.000002728828,0.00005310111,4.043099e-7,0.00006919121],"genre_scores_gemma":[0.9997724,0.00006414965,0.00001019893,0.00001249617,0.000002013259,0.000001994808,0.00006901049,1.147244e-7,0.00006751752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06085711,"threshold_uncertainty_score":0.1210058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955287168461931,"score_gpt":0.3472879729716788,"score_spread":0.3277351012870595,"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."}}