{"id":"W2010552465","doi":"10.3201/eid1411.080741","title":"Framework for Leadership and Training of Biosafety Level 4 Laboratory Workers","year":2008,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; Public Health Agency of Canada","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Biosafety; Certification; Documentation; Medical education; Training (meteorology); Medicine; Computer science; Management; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004613164,0.0001037887,0.0001325289,0.00008897332,0.00007263597,0.000005558231,0.00004044328,0.0000705015,0.00001856092],"category_scores_gemma":[0.0001416566,0.0001076678,0.00004358409,0.0002184148,0.00008080116,0.00006592467,0.000006140963,0.00008571707,0.000001531842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002415672,"about_ca_system_score_gemma":0.00003276943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006636915,"about_ca_topic_score_gemma":0.00000128041,"domain_scores_codex":[0.9994932,0.000006980529,0.0001349012,0.00010458,0.00007553096,0.0001847487],"domain_scores_gemma":[0.9996276,0.0001297585,0.00002060901,0.00008708166,0.00002765026,0.0001073145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001805156,0.001033047,0.5301983,0.0196419,0.00201736,0.0000280227,0.04191726,0.08877248,0.00966043,0.02638392,0.06882743,0.2113394],"study_design_scores_gemma":[0.001810062,0.0002449125,0.9476533,0.001169542,0.0002393726,0.00003367972,0.003579076,0.01993328,0.002303704,0.00482436,0.01682798,0.001380715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8570848,0.004286556,0.1353319,0.0004259386,0.001516775,0.0002023713,0.0001323419,0.0008114506,0.0002078595],"genre_scores_gemma":[0.9975519,0.0001230143,0.001995165,0.00004034027,0.0002012215,0.00003202034,0.00001236255,0.00002606876,0.00001797457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.417455,"threshold_uncertainty_score":0.4390565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05427417598688868,"score_gpt":0.2585738409937084,"score_spread":0.2042996650068197,"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."}}