{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0591605,0.001637254,0.0005909106,0.0035748,0.009442122,0.007897676,0.00577906,0.009570466,0.00978626],"category_scores_gemma":[0.0303685,0.0009676131,0.001304578,0.002004214,0.006664289,0.00313285,0.009667737,0.009398862,0.005553924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02626639,"about_ca_system_score_gemma":0.181696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06373371,"about_ca_topic_score_gemma":0.1137956,"domain_scores_codex":[0.9434686,0.02725802,0.0046127,0.002491025,0.01063601,0.01153364],"domain_scores_gemma":[0.936988,0.009620961,0.003628763,0.00181404,0.02069145,0.0272568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001123394,0.001378285,0.004484091,0.001538383,0.00003563089,0.001531619,0.02853154,0.004328982,0.002887768,0.4873399,0.3020104,0.1658211],"study_design_scores_gemma":[0.000164529,0.0003847562,0.007926346,0.003369649,0.00002177662,0.0005422747,0.01264337,0.001119631,0.0006832149,0.04802706,0.9249591,0.0001583258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01751621,0.005839946,0.1843809,0.3438141,0.006839325,0.02939891,0.001401423,0.001134098,0.4096751],"genre_scores_gemma":[0.1744408,0.004741389,0.5705997,0.05747948,0.001142508,0.03081711,0.002451014,0.0002571629,0.158071],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06373371,"threshold_uncertainty_score":0.3128744,"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."}}