{"id":"W4410452647","doi":"10.1186/s12889-025-22948-1","title":"Comparison of physical activity and sedentary behavior between telework and office work in a working population during the COVID-19 pandemic: a systematic review and meta-analysis of observational studies","year":2025,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Biostatistics; Observational study; Medicine; Pandemic; Meta-analysis; Coronavirus disease 2019 (COVID-19); Epidemiology; Public health; Environmental health; Physical activity; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Gerontology; Virology; Physical therapy; Outbreak; Nursing; Infectious disease (medical specialty); Pathology","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":[0.01496855,0.002357821,0.01769448,0.006322742,0.0007937687,0.003564911,0.001993655,0.002278178,0.002499021],"category_scores_gemma":[0.04942429,0.001380656,0.03472013,0.008316424,0.0008050335,0.001713957,0.001656065,0.001969862,0.0002244861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002501371,"about_ca_system_score_gemma":0.005262766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00813586,"about_ca_topic_score_gemma":0.01421149,"domain_scores_codex":[0.9863735,0.00533143,0.005100949,0.001362904,0.001491815,0.0003393029],"domain_scores_gemma":[0.9581039,0.03170965,0.006604428,0.00102008,0.002256753,0.0003051347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001609678,0.00004786673,0.006703818,0.6046469,0.3712244,0.00009241683,0.0001295587,0.0002897352,0.0001566148,0.0000944713,0.0004188734,0.01458565],"study_design_scores_gemma":[0.0005264222,0.0003410123,0.008321001,0.07837021,0.9099697,0.0001384951,0.0001036366,0.0001406853,0.0001335452,0.0001693799,0.001753372,0.0000324641],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004625856,0.9939433,0.0003529222,0.0001153612,0.00009810844,0.0002449215,0.0004780462,0.00001091705,0.0001305619],"genre_scores_gemma":[0.1106521,0.8836088,0.002080763,0.000683627,0.0002482615,0.00154021,0.0009994776,0.00002364459,0.0001631531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01769448,"threshold_uncertainty_score":0.07916218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6904473627822206,"score_gpt":0.5610791707073608,"score_spread":0.1293681920748598,"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."}}