{"id":"W2261165742","doi":"","title":"The Impact of Chronic Work Stress, Psychiatric Disorders and Chronic Physical Conditions on Disability Among Canadian Workers","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Psychiatry; Population; Respondent; Chronic stress; Physical disability; Medicine; Mental health; Cross-sectional study; Community health; Odds; Logistic regression; Psychology; Public health; Environmental health","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":[0.0006392855,0.0003187851,0.0002886874,0.001608583,0.003579676,0.001183274,0.0007940257,0.0003396698,0.002993229],"category_scores_gemma":[0.002207853,0.0002273848,0.0004880834,0.002538328,0.0008386999,0.0002999121,0.001204798,0.0006838471,0.000147031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01873492,"about_ca_system_score_gemma":0.02907698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903533,"about_ca_topic_score_gemma":0.9951293,"domain_scores_codex":[0.9988889,0.00006586145,0.00003202447,0.00006876617,0.0004064003,0.0005379863],"domain_scores_gemma":[0.9982929,0.0001289012,0.0003010934,0.0000339138,0.0005556786,0.00068759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004965204,0.00003647186,0.988755,0.00006661333,0.00003991351,0.0001139634,0.001090964,0.00006509158,0.000109063,0.00009200041,0.001066811,0.008514492],"study_design_scores_gemma":[0.00000300397,0.00001292665,0.9977437,0.00003909109,0.00001443532,0.00004586638,0.001439781,0.00005533238,0.00001497591,0.00001846645,0.000606545,0.000005767394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933664,0.001162681,0.00002907527,0.0006435242,0.00001467643,0.00002350625,0.001641225,0.000003510917,0.003115305],"genre_scores_gemma":[0.9980921,0.0009518139,0.00005410724,0.00006381334,0.000007622913,0.000007810997,0.0004363952,0.000001299484,0.0003850147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01873492,"threshold_uncertainty_score":0.135932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399427148649567,"score_gpt":0.416213763940069,"score_spread":0.4022194924535733,"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."}}