{"id":"W4407226925","doi":"10.1136/bmjph-2024-001801","title":"Health-related adverse work outcomes associated with post COVID-19 condition: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"BMJ Public Health","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Advancing Health Outcomes; Public Health Ontario; University of British Columbia; BC Centre for Disease Control; Institute for Work & Health; BC Cancer Agency; Provincial Health Services Authority","funders":"Ministry of Health, British Columbia; Provincial Health Services Authority; Michael Smith Health Research BC; University of British Columbia; St. Paul's Foundation","keywords":"Medicine; Sick leave; Cross-sectional study; Workload; Coronavirus disease 2019 (COVID-19); Adverse effect; Demography; Young adult; Gerontology; Physical therapy; Internal medicine; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001756034,0.0002886411,0.0003396503,0.0008010314,0.0008319309,0.0007708545,0.0004398735,0.0006146248,0.001915272],"category_scores_gemma":[0.00239416,0.0004280111,0.0004553727,0.001357542,0.0003433419,0.0004496835,0.0005686189,0.0006388318,0.0004293493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005786212,"about_ca_system_score_gemma":0.00080412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0269468,"about_ca_topic_score_gemma":0.03927952,"domain_scores_codex":[0.9989195,0.0002719164,0.0001553283,0.0002251793,0.0002713423,0.0001568055],"domain_scores_gemma":[0.997207,0.0003263674,0.001202661,0.0002219683,0.0005497798,0.0004922306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003527107,0.00004773483,0.9993708,0.000009367178,0.00004333686,0.00001705595,0.00005390048,0.00000689888,0.00003961351,0.000004669926,0.00006057553,0.0003110488],"study_design_scores_gemma":[0.000004019856,0.00009145676,0.9995275,0.000009344011,0.0000191785,0.00006074755,0.0001367467,0.00003073661,0.00001199629,0.000004041227,0.0001024998,0.000001828568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984763,0.0002749985,0.000104857,0.00004041486,0.00000870245,0.00004222765,0.0006909982,0.000002182285,0.0003593909],"genre_scores_gemma":[0.998598,0.0001780667,0.0001392421,0.00008386476,0.00001408643,0.00004969434,0.000726396,0.000001557666,0.0002090953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0269468,"threshold_uncertainty_score":0.05357987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512862526325648,"score_gpt":0.4229166408905922,"score_spread":0.3777880156273358,"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."}}