{"id":"W1900796245","doi":"10.1111/appy.12202","title":"Prevalence, correlates of major depression: A mental health survey among undergraduates at a mainland <scp>C</scp>hinese university","year":2015,"lang":"en","type":"article","venue":"Asia-Pacific Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; University of Saskatchewan","funders":"","keywords":"CIDI; Major depressive disorder; Depression (economics); Odds ratio; Mental health; Logistic regression; Prevalence; Medicine; Demography; Cross-sectional study; Population; Psychiatry; Confidence interval; Clinical psychology; Psychology; Prevalence of mental disorders; Internal medicine; Environmental health; Mood","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":[0.0004722763,0.0001520929,0.0001604425,0.0005959282,0.0002717449,0.0002817795,0.0002098981,0.0002669608,0.000911778],"category_scores_gemma":[0.0007287602,0.0001646982,0.0001255983,0.0006933847,0.0001718314,0.0002277691,0.0002775415,0.000290957,0.0001745591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004434847,"about_ca_system_score_gemma":0.0005040959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02153819,"about_ca_topic_score_gemma":0.03705587,"domain_scores_codex":[0.9997688,0.00004613464,0.00003221402,0.00003977138,0.00007452855,0.00003867427],"domain_scores_gemma":[0.9994565,0.00003983935,0.0001523191,0.00001956004,0.000104191,0.0002277305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009818033,0.00003470655,0.9989785,0.000006601153,0.00001125934,0.00001642354,0.00007886509,0.000005700211,0.0002162439,0.00000264646,0.0001113944,0.0005279608],"study_design_scores_gemma":[9.68702e-7,0.00002026747,0.9998097,0.000001346135,0.000002512305,0.00001534464,0.00008409499,0.00001684989,0.00001280895,8.646764e-7,0.00003466633,4.856718e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990576,0.00006567637,0.00002542753,0.00004631812,0.000002283382,0.00002305965,0.0005588865,0.000002309157,0.0002185801],"genre_scores_gemma":[0.9989163,0.00007155637,0.00007569436,0.00005091829,0.00000584471,0.00002076581,0.0006048771,4.44224e-7,0.0002536349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02153819,"threshold_uncertainty_score":0.04282564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246943887179764,"score_gpt":0.3001365869766834,"score_spread":0.275442198258707,"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."}}