{"id":"W2095973074","doi":"10.5539/gjhs.v7n1p288","title":"Nature of Job and Psychiatric Problems: The Experiences of Industrial Workers","year":2014,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroticism; Anxiety; Psychiatry; Salary; Depression (economics); Psychology; Personality; Big Five personality traits; Clinical psychology; Medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000387139,0.0001791765,0.0001896763,0.0003748357,0.001082242,0.0005512047,0.0001727535,0.0003982869,0.001076797],"category_scores_gemma":[0.001183877,0.0001820152,0.0001344453,0.0002081382,0.00061213,0.0003096036,0.0007745528,0.0004212001,0.0001112234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273232,"about_ca_system_score_gemma":0.0002620684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731879,"about_ca_topic_score_gemma":0.005624649,"domain_scores_codex":[0.9996507,0.0001408579,0.00001880367,0.00002506994,0.00006739981,0.00009703286],"domain_scores_gemma":[0.9991781,0.0001624127,0.0003102809,0.00001902271,0.00004845418,0.0002816837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002223005,0.000320553,0.9332247,0.0001317969,0.00002908264,0.001220683,0.05260622,0.00004628157,0.002599553,0.00006854307,0.0003825461,0.009147582],"study_design_scores_gemma":[0.000008216418,0.0005468851,0.8987364,0.0000421539,0.00001038556,0.001480733,0.09773887,0.00005021564,0.0001458142,0.0000602011,0.001165313,0.00001478377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996023,0.000141899,0.0000106336,0.00005239866,0.000003881656,0.00000191559,0.000008135738,4.793751e-7,0.0001782167],"genre_scores_gemma":[0.9996253,0.0001369898,0.0000192388,0.00003397357,0.000006342498,0.000002486047,0.00001102935,3.265945e-7,0.0001643423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002731879,"threshold_uncertainty_score":0.00543189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913417777701022,"score_gpt":0.3930014150591633,"score_spread":0.363867237282153,"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."}}