{"id":"W4282937826","doi":"10.1177/00469580221092132","title":"Workplace Musculoskeletal Disorder Prevention Practices and Experiences","year":2022,"lang":"en","type":"article","venue":"INQUIRY The Journal of Health Care Organization Provision and Financing","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"WorkplaceNL","keywords":"Thematic analysis; Descriptive statistics; Best practice; Occupational safety and health; Work (physics); Psychology; Human factors and ergonomics; Evidence-based practice; Medical education; Musculoskeletal disorder; Medicine; Applied psychology; Qualitative research; Environmental health; Poison control; Engineering; Alternative medicine; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001398462,0.0001624408,0.0002620911,0.0006512419,0.001687674,0.001659857,0.0004390991,0.0005680933,0.002874229],"category_scores_gemma":[0.003670725,0.0002038903,0.0002178246,0.0006626611,0.001101801,0.0009068068,0.002074113,0.0005565672,0.0002971922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046275,"about_ca_system_score_gemma":0.001867201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01754882,"about_ca_topic_score_gemma":0.01907553,"domain_scores_codex":[0.998328,0.0005775639,0.0001065278,0.0001256881,0.0004153627,0.000446892],"domain_scores_gemma":[0.9969938,0.00096205,0.0008019924,0.00006916393,0.0003613457,0.0008116295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005590746,0.000364158,0.5419793,0.0007856119,0.00004603092,0.002281934,0.3923347,0.0001871481,0.001498566,0.0006485203,0.002797975,0.05702025],"study_design_scores_gemma":[0.00000860385,0.0004154286,0.4024806,0.001102561,0.00002108574,0.002190716,0.5712708,0.00009813783,0.0002737514,0.0002135142,0.02188813,0.00003661765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931892,0.001089602,0.0001236011,0.001045476,0.00002344672,0.00001528626,0.0000756761,0.000006940281,0.004430835],"genre_scores_gemma":[0.997088,0.001338433,0.0001151433,0.0003156929,0.0000146712,0.00001769449,0.00004908847,0.000001905043,0.001059373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01754882,"threshold_uncertainty_score":0.03489339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541271650643019,"score_gpt":0.336635259553016,"score_spread":0.3212225430465859,"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."}}