{"id":"W2161097807","doi":"10.1093/occmed/kqu173","title":"Classic and emergent psychosocial work factors and mental health","year":2014,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Ministry of Labour","funders":"","keywords":"Psychosocial; Anxiety; Mental health; Verbal abuse; Workplace bullying; Workplace violence; Psychiatry; Clinical psychology; Depression (economics); Social support; Psychology; Poison control; Medicine; Suicide prevention; Medical emergency; Social psychology","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":[0.0006856223,0.0003333846,0.0003081626,0.0009696835,0.0003755066,0.001008089,0.0003340518,0.0003724819,0.00288377],"category_scores_gemma":[0.001665559,0.0001287643,0.0003882273,0.0007351373,0.0007949788,0.0003158148,0.0008447256,0.000485204,0.0001364692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006623634,"about_ca_system_score_gemma":0.0005584059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004512795,"about_ca_topic_score_gemma":0.007303338,"domain_scores_codex":[0.9994456,0.0001688528,0.00004391783,0.0001215116,0.00009294521,0.0001271548],"domain_scores_gemma":[0.9974563,0.0006926015,0.001155657,0.00009707013,0.000136692,0.0004617282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005090559,0.00004592003,0.9908642,0.0001223208,0.000104571,0.00006629596,0.0002694876,0.00009434346,0.0001358092,0.0001239151,0.0001228945,0.007999444],"study_design_scores_gemma":[0.00000187432,0.00003712975,0.9989028,0.00005782313,0.00001477785,0.000135038,0.0003551687,0.00006367385,0.00001591895,0.0001590751,0.0002534089,0.000003163432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932129,0.004199026,0.0002583751,0.0004718176,0.00002253789,0.00001352909,0.000462385,0.000008013822,0.00135145],"genre_scores_gemma":[0.9985192,0.001009115,0.0001220635,0.00004522983,0.00003783147,0.000006775297,0.0001690939,0.000001050895,0.0000896507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004512795,"threshold_uncertainty_score":0.009647131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04327706308037717,"score_gpt":0.4235257060232141,"score_spread":0.3802486429428369,"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."}}