{"id":"W1964594459","doi":"10.1037/a0031806","title":"Mental disorders and their association with perceived work stress: An investigation of the 2010 Canadian Community Health Survey.","year":2013,"lang":"en","type":"article","venue":"Journal of Occupational Health Psychology","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Anxiety; Psychology; Odds; Association (psychology); Clinical psychology; Cross-sectional study; Odds ratio; Population; Mood disorders; Psychiatry; Mood; Gerontology; Medicine; Logistic regression; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001298565,0.0004541918,0.0004771138,0.002239032,0.002585575,0.001130905,0.001397429,0.0006843543,0.001270356],"category_scores_gemma":[0.002819139,0.0006204019,0.0007762864,0.006951813,0.0005042316,0.0004819524,0.001233821,0.0009577733,0.0003219116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384803,"about_ca_system_score_gemma":0.0195325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896865,"about_ca_topic_score_gemma":0.9943216,"domain_scores_codex":[0.9988966,0.0001020857,0.00007848612,0.000102279,0.0005780858,0.0002423669],"domain_scores_gemma":[0.9977998,0.00009391865,0.0003602662,0.00008886547,0.001104,0.0005531061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003643582,0.00006196489,0.9933621,0.00005442608,0.00005017247,0.00004388596,0.0008697139,0.00003288261,0.00008547249,0.00003993919,0.002584784,0.002778319],"study_design_scores_gemma":[0.000002850325,0.00001150002,0.9986338,0.00001438375,0.000007727045,0.00001548605,0.0006405995,0.00004847603,0.000008021372,0.000003738023,0.0006085784,0.000004895695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628291,0.001896517,0.0001377247,0.001141243,0.00005759922,0.000340239,0.0298393,0.00001690216,0.003741318],"genre_scores_gemma":[0.9856148,0.001785873,0.0002987733,0.0004147529,0.00002356325,0.0001772522,0.01049593,0.000008712252,0.001180302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01384803,"threshold_uncertainty_score":0.100475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06725216061225295,"score_gpt":0.4246723244362169,"score_spread":0.3574201638239639,"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."}}