{"id":"W2054756887","doi":"10.1097/jom.0b013e318157f0ba","title":"The Role of Depression and Chronic Pain Conditions in Absenteeism: Results From a National Epidemiologic Survey","year":2007,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Absenteeism; Medicine; Depression (economics); Fibromyalgia; Headaches; Chronic pain; Physical therapy; Psychiatry; Rheumatism; Presenteeism; Back pain; Alternative medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009107122,0.00008068225,0.0002214232,0.00009261638,0.0002961324,0.000001199833,0.00005956678,0.00009149355,0.00007478437],"category_scores_gemma":[0.001891817,0.00004739746,0.00001942549,0.00006593477,0.0002079223,0.0000671795,0.0000353789,0.0003828912,0.000001839657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584973,"about_ca_system_score_gemma":0.00009690754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004576419,"about_ca_topic_score_gemma":0.0004826812,"domain_scores_codex":[0.9977053,0.0006532129,0.001015876,0.0001065941,0.0003303303,0.0001886467],"domain_scores_gemma":[0.9889652,0.01017944,0.0006374106,0.00005430902,0.00003427849,0.0001293689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001117525,0.00003614659,0.9910224,0.00001172288,0.00001285401,0.000003054612,0.000408338,0.00004181667,0.001122818,0.0002278903,0.001158436,0.004836969],"study_design_scores_gemma":[0.001854648,0.0001731962,0.9866252,0.0003459635,0.000007291104,0.000007112286,0.001601867,0.0005455927,0.00002573572,0.00660418,0.002169515,0.00003971747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933849,0.004298078,0.0001786087,0.001261296,0.0001586405,0.0001581119,0.0001109679,0.000001760707,0.0004476208],"genre_scores_gemma":[0.9970455,0.001762328,0.0001122457,0.0005658647,0.0003056179,0.000003421801,0.000161029,0.000004322109,0.00003970978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009526227,"threshold_uncertainty_score":0.3156365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280660689450852,"score_gpt":0.3920541817857818,"score_spread":0.3492475748912733,"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."}}