{"id":"W3093445811","doi":"10.3233/wor-203292","title":"Does objectively measured prolonged standing for desk work result in lower ratings of perceived low back pain than sitting? A systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Work","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Desk; Sitting; Meta-analysis; Physical therapy; Low back pain; Medicine; Work (physics); Back pain; Statistic; Physical medicine and rehabilitation; Statistics; Computer science; Mathematics; Alternative 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007739941,0.0005730614,0.01061102,0.0003582014,0.00006612708,0.00003204854,0.0001684792,0.0003062607,0.00006212069],"category_scores_gemma":[0.01144076,0.0002817149,0.003420384,0.002647429,0.00009893426,0.0000491419,0.00004220505,0.0004371271,0.000005381874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179741,"about_ca_system_score_gemma":0.0001512725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008702717,"about_ca_topic_score_gemma":0.00002274248,"domain_scores_codex":[0.9933842,0.00290651,0.002156932,0.0007719385,0.0004781026,0.0003022749],"domain_scores_gemma":[0.9944506,0.003092654,0.00143077,0.0005814452,0.000291992,0.0001524903],"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":[0.00007940689,0.0000686046,0.00008205412,0.9610688,0.03615413,0.000003172172,0.00079548,6.696171e-7,0.000001484532,0.000002636619,0.0000877154,0.001655864],"study_design_scores_gemma":[0.0004390266,0.0002631049,0.0002021661,0.4521163,0.5448704,0.000001030556,0.0002234438,0.0000102685,2.137165e-7,0.00001557349,0.001469866,0.0003886371],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003540662,0.9851057,0.0003800122,0.0005508787,0.00003891019,0.01378695,0.00003625688,0.0000303705,0.00003552072],"genre_scores_gemma":[0.002620676,0.9885877,0.004519077,0.000339134,0.00007292505,0.002736418,0.0001293686,0.0001006638,0.0008939965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5089525,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05104558775310426,"score_gpt":0.3287144504266533,"score_spread":0.277668862673549,"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."}}