{"id":"W2065695324","doi":"10.1007/s10926-009-9211-2","title":"Systematic Review of the Role of Occupational Health and Safety Interventions in the Prevention of Upper Extremity Musculoskeletal Symptoms, Signs, Disorders, Injuries, Claims and Lost Time","year":2009,"lang":"en","type":"review","venue":"Journal of Occupational Rehabilitation","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Workplace Safety & Insurance Board; Institute for Work & Health","funders":"National Institute for Occupational Safety and Health","keywords":"Psychological intervention; Medicine; Physical therapy; Evidence-based medicine; Occupational safety and health; Evidence-based practice; Human factors and ergonomics; Musculoskeletal injury; Injury prevention; Rehabilitation; Sports medicine; Poison control; Musculoskeletal disorder; Physical medicine and rehabilitation; Nursing; Alternative medicine; Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.005886335,0.0002977744,0.002237292,0.0004947037,0.00007720915,0.000009540074,0.0002186884,0.0001928556,0.00003897055],"category_scores_gemma":[0.005336,0.0001682675,0.001492284,0.0007016745,0.0003536243,0.0002349711,0.00004812247,0.0004365603,9.392523e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002328855,"about_ca_system_score_gemma":0.001119464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001288505,"about_ca_topic_score_gemma":0.00001184586,"domain_scores_codex":[0.9917837,0.002604516,0.004129479,0.0002403284,0.001088201,0.0001537418],"domain_scores_gemma":[0.9910078,0.00305083,0.004722934,0.0003829887,0.0007490697,0.00008638314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002234973,0.0007371602,0.005128023,0.9226331,0.0002340723,7.135628e-8,0.0006614202,0.000002511886,0.00001050923,0.001586744,0.00008979603,0.06869306],"study_design_scores_gemma":[0.0007527047,0.002537176,0.1705463,0.8203914,0.001484685,0.00003062842,0.0005409017,0.00002583332,3.911222e-7,0.002002063,0.001522494,0.0001654955],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009698206,0.9851571,0.0001438826,0.0006300788,0.00006654168,0.004148181,0.0001084542,0.00000300571,0.00004455131],"genre_scores_gemma":[0.02253081,0.9755519,0.001383416,0.00007076493,0.00006145443,0.00006180801,0.0002770579,0.00002296167,0.00003979962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1654182,"threshold_uncertainty_score":0.6861751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017814226702345,"score_gpt":0.3721562153525941,"score_spread":0.3543419886502491,"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."}}