{"id":"W1753501529","doi":"10.1016/j.injury.2015.09.011","title":"Return to work outcomes for workers with mental health conditions: A retrospective cohort study","year":2015,"lang":"en","type":"article","venue":"Injury","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"WorkSafe Victoria; Transport Accident Commission","keywords":"Retrospective cohort study; Mental health; Medicine; Cohort; Interquartile range; Occupational safety and health; Psychiatry; Psychology; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009719052,0.0006372453,0.0006338016,0.001231167,0.001576537,0.001404633,0.000927593,0.001018445,0.001773793],"category_scores_gemma":[0.002268346,0.0009526809,0.001555597,0.001717761,0.0004982271,0.001163134,0.001364378,0.001438933,0.0005940426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006751878,"about_ca_system_score_gemma":0.001031376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03482338,"about_ca_topic_score_gemma":0.03774865,"domain_scores_codex":[0.9990753,0.0001498966,0.0000990038,0.0002313973,0.0001210498,0.0003233576],"domain_scores_gemma":[0.9979182,0.0001702548,0.0007315769,0.0003032747,0.0003270344,0.0005496181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009083091,0.00009051814,0.9990374,0.000005616099,0.00008503684,0.0000941984,0.0001624758,0.000008835962,0.0001041522,0.000006939065,0.00006370647,0.000250368],"study_design_scores_gemma":[0.000006656064,0.0001401636,0.9985827,0.000006306705,0.00005344823,0.0001635655,0.0008680793,0.00003648939,0.00002378267,0.000008991829,0.0001037932,0.0000059868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990543,0.0001444239,0.00006669602,0.00002688428,0.00001017894,0.000014146,0.0005205814,0.000002515723,0.0001604727],"genre_scores_gemma":[0.9986029,0.0001338588,0.00006283686,0.00003857351,0.00001122898,0.00001983898,0.000713283,0.000003497106,0.0004139194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03482338,"threshold_uncertainty_score":0.0692414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669263541590162,"score_gpt":0.427930080922278,"score_spread":0.3912374455063763,"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."}}