{"id":"W4410152842","doi":"10.1097/jom.0000000000003440","title":"Work Productivity Loss in People Living With Long COVID Symptoms Over 2 Years From Infection","year":2025,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Centre for Advancing Health Outcomes; University of Toronto; Public Health Ontario; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Work productivity; Productivity; Medicine; Workforce; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; 2019-20 coronavirus outbreak; Gerontology; Pandemic; Environmental health; Outbreak; Internal medicine; Infectious disease (medical specialty); Disease; Pathology","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":[0.0010312,0.0003641547,0.0004677681,0.0009077534,0.0008137046,0.0008411434,0.0005296402,0.0006119696,0.001646616],"category_scores_gemma":[0.004489276,0.0001953363,0.000592606,0.0009498382,0.0003588538,0.000612126,0.00108785,0.000771559,0.0002663219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053715,"about_ca_system_score_gemma":0.0006709293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03196898,"about_ca_topic_score_gemma":0.04715087,"domain_scores_codex":[0.9991454,0.0001642227,0.00007856423,0.00009390881,0.0002311286,0.00028669],"domain_scores_gemma":[0.9971936,0.0002036472,0.001542772,0.00005951749,0.0003784059,0.0006221307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001121586,0.00007581129,0.9966804,0.00002330479,0.00005898831,0.0000943458,0.0002359796,0.00005544637,0.00005643636,0.000005960728,0.0001775414,0.002423722],"study_design_scores_gemma":[0.00000222294,0.00009127564,0.999361,0.00001436312,0.00001032701,0.00008139745,0.0003048409,0.00003478118,0.000007109493,0.000005039059,0.00008521841,0.000002489503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984406,0.0006099015,0.00002514704,0.0001149652,0.00001743695,0.000009993906,0.0003402837,0.000001757723,0.0004398575],"genre_scores_gemma":[0.9993011,0.000165912,0.00002272349,0.00004154427,0.00001297574,0.000006952231,0.0002878068,6.809825e-7,0.000160256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03196898,"threshold_uncertainty_score":0.06356579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006703390841990011,"score_gpt":0.2698957577954228,"score_spread":0.2631923669534328,"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."}}