{"id":"W1976822064","doi":"10.1007/s00420-006-0107-6","title":"Reducing musculoskeletal burden through ergonomic program implementation in a large newspaper","year":2006,"lang":"en","type":"article","venue":"International Archives of Occupational and Environmental Health","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Institute for Work & Health; University of Waterloo; University of Toronto","funders":"National Institute for Occupational Safety and Health; National Institutes of Health; National Institute for Health and Care Research","keywords":"Medicine; Physical therapy; Cohort; Cross-sectional study; Musculoskeletal disorder; Cohort study; Rehabilitation; Human factors and ergonomics; Occupational safety and health; Poison control; Environmental health","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":[0.001482128,0.0003614079,0.000325457,0.0008836545,0.00236718,0.001219699,0.0005449031,0.0006499428,0.01423406],"category_scores_gemma":[0.004648996,0.0003655519,0.000202014,0.0006678133,0.000270132,0.0006465809,0.0006091444,0.0009770301,0.001788978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009771613,"about_ca_system_score_gemma":0.001529139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004001939,"about_ca_topic_score_gemma":0.01351467,"domain_scores_codex":[0.999314,0.0002910961,0.00004342492,0.00008436568,0.0001572941,0.0001098102],"domain_scores_gemma":[0.9935334,0.00307216,0.0006314538,0.0002471724,0.0006848792,0.001830976],"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":[0.007859037,0.06507982,0.150505,0.001257674,0.0001633082,0.002364268,0.009528287,0.0005370759,0.04716232,0.0005293447,0.05430618,0.6607077],"study_design_scores_gemma":[0.002606098,0.01211444,0.9146418,0.0001504929,0.0006517722,0.0005975969,0.01211453,0.001919482,0.01190314,0.0003215905,0.04285451,0.0001245052],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813511,0.0002929881,0.000546245,0.003825144,0.0003331008,0.0004586838,0.0002576966,0.0003275693,0.01260746],"genre_scores_gemma":[0.9688118,0.0004429521,0.006204588,0.002984345,0.0009826573,0.0004235633,0.0004775156,0.0001056825,0.01956701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01423406,"threshold_uncertainty_score":0.04761767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041632220805922,"score_gpt":0.3428395021706218,"score_spread":0.3324231799625626,"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."}}