{"id":"W2138645991","doi":"10.1007/s00420-008-0335-z","title":"Work organization and drinking: an epidemiological comparison of two psychosocial work exposure models","year":2008,"lang":"en","type":"article","venue":"International Archives of Occupational and Environmental Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health","funders":"Fogarty International Center","keywords":"Job strain; Psychosocial; Logistic regression; Occupational stress; Environmental health; Epidemiology; Occupational medicine; Psychology; Job satisfaction; Occupational safety and health; Medicine; Gerontology; Occupational exposure; Social psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002678678,0.00013837,0.0003510509,0.00009962582,0.0005318336,0.000002349205,0.00012531,0.00007929531,0.0001192218],"category_scores_gemma":[0.00004999431,0.0001238035,0.00003461447,0.00009301845,0.0002832039,0.0001387672,0.0001087225,0.0002929568,0.000003858117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005744908,"about_ca_system_score_gemma":0.0001048982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001166165,"about_ca_topic_score_gemma":0.00001899477,"domain_scores_codex":[0.9979842,0.0003680879,0.0008363271,0.0002693074,0.0002940342,0.0002479869],"domain_scores_gemma":[0.9984511,0.0007103488,0.0005138829,0.00009647218,0.00001910433,0.0002091284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005227233,0.000224572,0.9764436,0.00004773362,0.00001742574,6.448258e-7,0.007058559,0.0006548545,0.00004669832,0.00526286,0.0001566702,0.00956359],"study_design_scores_gemma":[0.0008643465,0.0001832181,0.9885278,0.0001548166,0.0000040181,0.000005792938,0.0005278563,0.002059989,0.00001182017,0.007294259,0.0002683743,0.00009775304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906207,0.0003338349,0.006526139,0.001171225,0.0002119701,0.0003174008,0.00005563968,0.00001810257,0.0007449411],"genre_scores_gemma":[0.9918598,0.000952196,0.00577965,0.0005852404,0.0002198455,0.000015786,0.0004788133,0.00001337977,0.00009529725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01208409,"threshold_uncertainty_score":0.504856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08008595040633047,"score_gpt":0.4125065777284462,"score_spread":0.3324206273221157,"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."}}