{"id":"W4292678783","doi":"10.4103/ijoem.ijoem_295_20","title":"A Study of the Effectiveness of Workplace Health and Safety Programmes in a University Setting in Canada","year":2022,"lang":"en","type":"article","venue":"Indian Journal of Occupational and Environmental Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Occupational safety and health; Thematic analysis; Work (physics); Effective safety training; Medical education; Quarter (Canadian coin); Medicine; Psychology; Health education; Public health; Nursing; Qualitative research; Occupational health nursing; Engineering; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002414531,0.00005478437,0.0002426091,0.0001430358,0.0002444429,2.843556e-7,0.00008864559,0.00001598695,0.00004467602],"category_scores_gemma":[0.00012056,0.00003982286,0.00001115048,0.000229077,0.00008139094,0.00003882107,0.000104498,0.0004678033,3.267181e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009171334,"about_ca_system_score_gemma":0.00176293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1615647,"about_ca_topic_score_gemma":0.158212,"domain_scores_codex":[0.9970903,0.001693673,0.0005013995,0.00008001521,0.0004819429,0.0001526612],"domain_scores_gemma":[0.9980969,0.001344567,0.0003755153,0.00005262114,0.00001429653,0.000116139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003290424,0.0001426638,0.9863477,0.0002082463,0.000009636256,0.00002730413,0.005916307,0.0002252952,0.000007996893,0.00002035264,0.00001613587,0.003787946],"study_design_scores_gemma":[0.003225835,0.000772718,0.920854,0.0003617983,0.000002792745,0.00001759138,0.07457943,0.00002489305,6.396182e-7,0.00002544958,0.0001103779,0.00002449319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978953,0.0003484443,0.000001681586,0.0009028669,0.00008359722,0.0006876471,0.00005435068,3.101746e-7,0.0000258218],"genre_scores_gemma":[0.9997682,0.00007932191,0.0000158317,0.0000937013,0.000016511,0.00000613412,0.000008935158,0.000002838324,0.00000849969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06866312,"threshold_uncertainty_score":0.8571484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729028518777706,"score_gpt":0.3544254212643422,"score_spread":0.3271351360765652,"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."}}