{"id":"W4386800667","doi":"10.23977/aetp.2023.071107","title":"The Key Role of Mental Health Education in University Laboratory Safety Education","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Laboratory safety; Medical education; Curriculum; Psychology; Health education; Quality (philosophy); Occupational safety and health; Applied psychology; Pedagogy; Medicine; Nursing; Public health; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00091918,0.0001731379,0.000150703,0.0005444721,0.001236707,0.001855192,0.0002711712,0.0006940247,0.003061],"category_scores_gemma":[0.002652843,0.0001004399,0.0002434387,0.000191689,0.001441854,0.0007294713,0.001841235,0.001557461,0.0001907866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401205,"about_ca_system_score_gemma":0.00444487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326416,"about_ca_topic_score_gemma":0.00493705,"domain_scores_codex":[0.9993106,0.0002973139,0.00002094181,0.00005096916,0.00008903966,0.0002311186],"domain_scores_gemma":[0.9973767,0.000771286,0.0003122304,0.00005029608,0.0001824375,0.001307105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000265082,0.002056075,0.1643189,0.00118724,0.0001119523,0.001598124,0.0216096,0.000590556,0.00584253,0.03877059,0.01200473,0.7516446],"study_design_scores_gemma":[0.0002113747,0.002123741,0.7055169,0.003981634,0.0003028716,0.003761623,0.06070909,0.002403574,0.004412574,0.06044644,0.1559377,0.0001924512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.789834,0.02695613,0.005421053,0.1175318,0.00112065,0.0001660522,0.0001018289,0.000107061,0.05876146],"genre_scores_gemma":[0.9917095,0.003616993,0.0008686029,0.002171436,0.0001705881,0.00003002471,0.0000125052,0.000003403032,0.001416862],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003326416,"threshold_uncertainty_score":0.01024008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014273515920062,"score_gpt":0.4874092355143849,"score_spread":0.4672665003551843,"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."}}