{"id":"W3130927096","doi":"10.3390/ijerph18041850","title":"Association between Mental Health Knowledge Level and Depressive Symptoms among Chinese College Students","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regent Park Community Health Centre; Toronto Western Hospital; Toronto Metropolitan University; York University; University of Toronto","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Mental health; Depression (economics); Anxiety; Quartile; Clinical psychology; Depressive symptoms; Association (psychology); Medicine; Patient Health Questionnaire; Confounding; Cross-sectional study; Psychiatry; Psychology; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004187704,0.0001771306,0.0002508474,0.0006733192,0.0004801759,0.0004804325,0.0002227997,0.000337944,0.001609884],"category_scores_gemma":[0.001138232,0.0001926025,0.0003065805,0.0006265413,0.000224789,0.0002693163,0.0003062904,0.0004562481,0.00008207555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003678093,"about_ca_system_score_gemma":0.0005271484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01904333,"about_ca_topic_score_gemma":0.02826977,"domain_scores_codex":[0.9997736,0.00003078959,0.00003000728,0.00004341528,0.00005930142,0.00006291292],"domain_scores_gemma":[0.9993131,0.0001023454,0.0002319474,0.00003838728,0.00009764738,0.0002165726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002188464,0.00005596587,0.9985802,0.000009814445,0.00003014129,0.00003662377,0.00008838133,0.0000101798,0.000120016,0.00001075106,0.0000313756,0.001004652],"study_design_scores_gemma":[0.000001957756,0.00001972301,0.9997403,0.000002553926,0.00001305501,0.00003053237,0.00008232756,0.00005635833,0.00001547158,0.000007352583,0.00002920538,0.000001105389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999451,0.0001298232,0.00001451861,0.00005198238,0.000002834166,0.000004735336,0.00004498558,7.302493e-7,0.0002993674],"genre_scores_gemma":[0.9997618,0.00005536593,0.000013798,0.00002095814,0.000004275792,0.000002228461,0.00004279368,2.275488e-7,0.00009861821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01904333,"threshold_uncertainty_score":0.03786498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08906063368293991,"score_gpt":0.4787567985650481,"score_spread":0.3896961648821082,"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."}}