{"id":"W2621308456","doi":"10.1007/s00127-017-1402-0","title":"Prognostic factors for return to work of employees with common mental disorders: a meta-analysis of cohort studies","year":2017,"lang":"en","type":"review","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Calgary; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"PsycINFO; Meta-analysis; Cohort study; Medicine; MEDLINE; Cohort; Hazard ratio; Confidence interval; Mental health; Gerontology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005037188,0.0008567993,0.01369428,0.0008653532,0.002066817,0.000005125456,0.000576462,0.001229514,0.00005330307],"category_scores_gemma":[0.001477483,0.0005471084,0.003186245,0.001488073,0.0004637747,0.00006200357,0.0001718397,0.00116853,0.000003783012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008171236,"about_ca_system_score_gemma":0.0008092957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000378771,"about_ca_topic_score_gemma":0.002749753,"domain_scores_codex":[0.9897083,0.004218119,0.00369865,0.001029273,0.0002363792,0.001109255],"domain_scores_gemma":[0.9801527,0.01298597,0.005582809,0.0007595135,0.0002108318,0.0003082085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003119043,0.0002237722,0.7692842,0.03218549,0.1704089,1.312833e-7,0.002200347,0.000001732931,9.169331e-10,0.003070038,0.01265441,0.009659092],"study_design_scores_gemma":[0.0007121763,0.001420007,0.02630905,0.00232146,0.6398783,7.236379e-7,0.002743159,0.000001113601,2.205797e-9,0.008166637,0.3176315,0.0008158738],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002488238,0.9823354,0.0001115825,0.004091868,0.002616694,0.00722792,0.0007247105,0.00004352226,0.0003600739],"genre_scores_gemma":[0.001406079,0.9918137,0.002831639,0.0004452537,0.0007908975,0.001916704,0.0004226557,0.0000930417,0.0002800973],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7429752,"threshold_uncertainty_score":0.999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3305357178457125,"score_gpt":0.5482978881541201,"score_spread":0.2177621703084076,"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."}}