{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002241203,0.0002401832,0.0006054069,0.0001652363,0.001222521,0.00001791141,0.0001746459,0.000125659,0.00008916127],"category_scores_gemma":[0.0003151483,0.0001875686,0.00005568016,0.0005716583,0.00004437008,0.0001239021,0.00008465601,0.000590044,0.0002487035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368833,"about_ca_system_score_gemma":0.00116374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007014907,"about_ca_topic_score_gemma":0.0008116937,"domain_scores_codex":[0.9970077,0.0004683018,0.0006415949,0.0004887942,0.0004733045,0.0009202866],"domain_scores_gemma":[0.997835,0.0003222107,0.0002898651,0.0004498039,0.0002765772,0.0008265699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009133345,0.0001235335,0.7442166,0.0000291532,0.00005641035,0.000001617618,0.008298515,0.00000185854,2.784795e-7,0.0001469927,0.2460144,0.0001972416],"study_design_scores_gemma":[0.002396342,0.001929798,0.9553467,0.0004123489,0.00002602554,7.536147e-7,0.0214019,0.000003602561,0.00000125124,0.000560666,0.01768467,0.0002359388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581926,0.00006459629,0.0002855493,0.02290338,0.001826496,0.01303899,0.0001697323,0.0002553407,0.003263266],"genre_scores_gemma":[0.9793335,0.000005620693,0.001664023,0.01103847,0.0003371875,0.002841681,0.00008225656,0.00006203947,0.004635264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2283297,"threshold_uncertainty_score":0.9402769,"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."}}