{"id":"W4406352265","doi":"10.1002/9781683670438.mcm0014","title":"Prevention of Laboratory‐Acquired Infections","year":2023,"lang":"en","type":"other","venue":"ClinMicroNow","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health","funders":"","keywords":"Biosafety; Biosecurity; Laboratory safety; Preparedness; Personal protective equipment; Environmental health; Audit; Risk assessment; Medicine; Risk management; Biological hazard; Risk analysis (engineering); Business; Computer security; Infectious disease (medical specialty); Disease; Pathology; Computer science; Management","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":[0.0006079511,0.0004682062,0.0002420994,0.0009914936,0.0003454509,0.0004286352,0.0006080916,0.0004724685,0.02750431],"category_scores_gemma":[0.001925701,0.00007044244,0.00028297,0.0002813025,0.0001301749,0.0002401576,0.0005058715,0.0004999256,0.004529059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003124636,"about_ca_system_score_gemma":0.0008926883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307911,"about_ca_topic_score_gemma":0.001201062,"domain_scores_codex":[0.9995357,0.0001600086,0.00002574281,0.00003563043,0.0001598231,0.00008318968],"domain_scores_gemma":[0.9991161,0.0001462274,0.0001641601,0.00007953433,0.0002380556,0.0002558432],"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":[0.0004135525,0.00248372,0.02229598,0.0008629414,0.00003787961,0.0003817696,0.00009553224,0.000321981,0.004313151,0.002947901,0.05930214,0.9065435],"study_design_scores_gemma":[0.0006820539,0.006177666,0.3141501,0.004009875,0.0001639633,0.005348746,0.0006181929,0.001840073,0.02874433,0.004964928,0.6332573,0.00004282283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1673834,0.04309994,0.01740941,0.01203749,0.001659698,0.001600175,0.00246826,0.002514664,0.751827],"genre_scores_gemma":[0.8355607,0.02028257,0.01594617,0.003933237,0.00121317,0.0008882001,0.002195985,0.0001313875,0.1198484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02750431,"threshold_uncertainty_score":0.09201103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478080431369812,"score_gpt":0.3029468575346998,"score_spread":0.2881660532210017,"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."}}