{"id":"W2337037778","doi":"10.1093/ije/dyv096.359","title":"Micro-Business and Occupational Stress Process: Occupational Demands, Job Autonomy, and Depression in Korean Immigrant Micro-business Owners and Paid Employees in Toronto, Canada.","year":2015,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Occupational stress; Autonomy; Immigration; Depression (economics); Job stress; Business; Demographic economics; Gerontology; Medicine; Psychology; Job satisfaction; Economics; Political science; Clinical psychology; Social psychology","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":[0.0003017376,0.000287597,0.0002041619,0.000539193,0.002364284,0.0009173528,0.0005508053,0.0003195041,0.001447957],"category_scores_gemma":[0.0006719367,0.0002926968,0.0002365822,0.001049061,0.0007790802,0.0003495686,0.001158263,0.0005239772,0.0001407426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00669344,"about_ca_system_score_gemma":0.007837117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9346807,"about_ca_topic_score_gemma":0.9744954,"domain_scores_codex":[0.9998044,0.00002312214,0.00001393953,0.00002517347,0.00004343011,0.00008992563],"domain_scores_gemma":[0.9993999,0.00003562511,0.0001469269,0.00001378086,0.0001129539,0.0002908032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003199408,0.00004173101,0.9878764,0.00002133224,0.000009755737,0.0001901718,0.009722018,0.00001756222,0.0002391834,0.00003051636,0.0002236261,0.001595614],"study_design_scores_gemma":[0.000001810203,0.00002376271,0.9740864,0.00001676071,0.000005077819,0.00005558698,0.02552639,0.00004294639,0.00002729482,0.000006676615,0.0002035146,0.00000383136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995553,0.00008961448,0.00000729867,0.00005242988,0.000001593962,0.000006336811,0.0001070619,5.343078e-7,0.0001798396],"genre_scores_gemma":[0.9993567,0.0001459178,0.00002553106,0.0000273095,0.000001390341,0.000007477682,0.0001364777,4.645839e-7,0.0002986807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0653193,"threshold_uncertainty_score":0.1314079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0384596982255771,"score_gpt":0.3507404042743847,"score_spread":0.3122807060488076,"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."}}