{"id":"W4407173634","doi":"10.62754/joe.v3i8.6261","title":"Evaluating Nursing and other Medical Staff Members' Knowledge of Occupational Safety and Health Risks in A Teaching Hospital","year":2024,"lang":"en","type":"article","venue":"Journal of Ecohumanism","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Nursing; Nursing staff; Occupational safety and health; Occupational health nursing; Medicine; Psychology; Medical education; Health education; Public 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":[0.001933597,0.0002078191,0.0002741584,0.0009913368,0.0004700403,0.0005894722,0.0003140057,0.0003061444,0.0013347],"category_scores_gemma":[0.00691363,0.000188968,0.0002793251,0.000489819,0.0002917228,0.0004155871,0.0006765766,0.000304994,0.000203017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008373692,"about_ca_system_score_gemma":0.0009827993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004316007,"about_ca_topic_score_gemma":0.004886894,"domain_scores_codex":[0.9988838,0.0003583757,0.0001864689,0.000068315,0.0003015927,0.0002013771],"domain_scores_gemma":[0.9940147,0.001513387,0.00222998,0.0001072533,0.0009008904,0.001233807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007173036,0.0001979229,0.9926112,0.00003985495,0.00001513813,0.0001413546,0.002440079,0.0000463244,0.0003878496,0.000004726544,0.00006454647,0.003979375],"study_design_scores_gemma":[0.000004524486,0.0005782071,0.990094,0.00002819128,0.000012227,0.0001990428,0.008550154,0.0001562941,0.0001707785,0.000006709811,0.000192415,0.000007493042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997303,0.0000345563,0.00001592243,0.00001473945,0.000001788049,0.000007728524,0.00001350433,9.051788e-7,0.0001804982],"genre_scores_gemma":[0.9997662,0.00006203965,0.0000552941,0.00001179064,0.000003496922,0.000008876821,0.00002335272,3.091916e-7,0.00006863019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004316007,"threshold_uncertainty_score":0.01022589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2571732672304831,"score_gpt":0.6076658655100304,"score_spread":0.3504925982795473,"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."}}