{"id":"W3211950464","doi":"10.1186/s12889-021-12094-9","title":"A systematic review and meta-analysis of the effect of treadmill desks on energy expenditure, sitting time and cardiometabolic health in adults","year":2021,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; York University","funders":"","keywords":"Medicine; Biostatistics; Meta-analysis; Energy expenditure; Sitting; Public health; Treadmill; Epidemiology; Physical therapy; Systematic review; Environmental health; Gerontology; Physical activity; MEDLINE; Internal medicine; Nursing","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":[0.01287918,0.002912605,0.02100615,0.007191384,0.0007885176,0.003402709,0.002021896,0.002422859,0.003360545],"category_scores_gemma":[0.03496032,0.001567715,0.03546338,0.007929568,0.0007440201,0.001860717,0.001424603,0.001863572,0.0003069952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003405409,"about_ca_system_score_gemma":0.006072455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103438,"about_ca_topic_score_gemma":0.0225867,"domain_scores_codex":[0.9897041,0.004639162,0.00326045,0.0009680705,0.001124516,0.0003037912],"domain_scores_gemma":[0.983658,0.01126706,0.002897865,0.000472444,0.001497082,0.0002075783],"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":[0.001500009,0.00003086893,0.002242984,0.5964109,0.3863194,0.0001279177,0.00008915891,0.0003790499,0.0002044774,0.0001148375,0.0006151827,0.01196521],"study_design_scores_gemma":[0.0005662002,0.0002076832,0.00325135,0.05478666,0.9391617,0.00009602995,0.00004442195,0.0001246353,0.0001046973,0.0001388814,0.001496789,0.00002107063],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003623176,0.9946879,0.0003741715,0.0001548651,0.0001613929,0.0003435876,0.0004301313,0.00002063969,0.0002041463],"genre_scores_gemma":[0.1058119,0.8877125,0.002635969,0.0007723549,0.0002290959,0.001754774,0.0007800594,0.00002454103,0.0002788803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02100615,"threshold_uncertainty_score":0.06811243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070851021505974,"score_gpt":0.3982639243191206,"score_spread":0.2911788221685233,"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."}}