{"id":"W1550079060","doi":"10.1177/154193120605001735","title":"The Effect of Two Office Ergonomics Field Interventions and their Replication on Visual Symptoms","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute for Occupational Safety and Health; Liberty Mutual Research Institute for Safety; York University; Steelcase; W.E. Upjohn Institute for Employment Research","keywords":"Psychological intervention; Human factors and ergonomics; Logistic regression; Replication (statistics); Occupational safety and health; Office workers; Physical therapy; Psychology; Poison control; Medicine; Environmental health; Operations management; Engineering; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003139187,0.0008202669,0.001123746,0.0005105367,0.0004167185,0.00047903,0.0008019101,0.0009257169,0.002634049],"category_scores_gemma":[0.01306716,0.0004512381,0.001741736,0.0002365674,0.0004285705,0.0003427422,0.0007497926,0.0009423192,0.0002038446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005333145,"about_ca_system_score_gemma":0.0009559136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003314901,"about_ca_topic_score_gemma":0.004714332,"domain_scores_codex":[0.9974663,0.001306426,0.0002359014,0.0003562599,0.0003849835,0.000250006],"domain_scores_gemma":[0.9928876,0.00321677,0.001452529,0.001139393,0.0005493357,0.0007543975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2952182,0.2125541,0.05043859,0.002558367,0.003676381,0.0003680376,0.002496127,0.002828202,0.03879452,0.0002610876,0.0009847244,0.3898217],"study_design_scores_gemma":[0.02632334,0.5319842,0.4206668,0.0002105044,0.003163861,0.0001317064,0.0006467628,0.001825932,0.01339867,0.0001862482,0.001375106,0.0000868936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990074,0.0002152575,0.0001649526,0.00003871608,0.00003176042,0.0002099909,0.0000415355,0.00001290652,0.0002774946],"genre_scores_gemma":[0.9961659,0.0003439593,0.001866849,0.00005260359,0.00006430116,0.0005203804,0.00009548353,0.000006535815,0.0008839526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003314901,"threshold_uncertainty_score":0.0166018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009911834217346534,"score_gpt":0.2869217102683673,"score_spread":0.2770098760510208,"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."}}