{"id":"W1803060650","doi":"10.3233/wor-2005-00452","title":"Professional guidelines in occupational health and ergonomics","year":2005,"lang":"en","type":"article","venue":"Work","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational therapy; Occupational safety and health; Human factors and ergonomics; Work (physics); Professional association; Occupational health nursing; Medicine; Position (finance); Nursing; Medical education; Public relations; Business; Environmental health; Poison control; Political science; Physical therapy; Engineering; Public health; Health policy; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001573467,0.00009789551,0.0001924904,0.0001452209,0.000633203,0.000004214628,0.00009717648,0.0001249679,0.0004679957],"category_scores_gemma":[0.0004903194,0.00008493152,0.00002058846,0.000292023,0.00003992195,0.0001032582,0.0001056313,0.0005570005,0.0004092185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976399,"about_ca_system_score_gemma":0.002300828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002101418,"about_ca_topic_score_gemma":0.0007761502,"domain_scores_codex":[0.9978417,0.0003327951,0.0007277842,0.0002289135,0.000261317,0.0006075328],"domain_scores_gemma":[0.9984869,0.0007365241,0.000129485,0.000144847,0.0001663637,0.0003358256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001016128,0.00004728898,0.8319938,0.0001025138,0.000002610502,5.467575e-7,0.0007116279,0.00006348533,7.275995e-7,0.003970505,0.05698421,0.1051066],"study_design_scores_gemma":[0.0006407276,0.00002978978,0.7711689,0.0002304297,3.66813e-7,4.857781e-7,0.0002119705,0.0005100853,2.006725e-7,0.0002145106,0.2269237,0.00006882429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098631,0.002906042,0.0001992688,0.0792937,0.001074556,0.001705083,0.0000498842,0.00007399238,0.004834333],"genre_scores_gemma":[0.9145821,0.001001292,0.02661075,0.03728486,0.002967189,0.0006456896,0.0002510774,0.00004386015,0.01661317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1699395,"threshold_uncertainty_score":0.5259812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586263283914131,"score_gpt":0.5430965948800083,"score_spread":0.3844702664885952,"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."}}