{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001409419,0.0001329675,0.0001916696,0.00009392456,0.00002347058,0.000009686031,0.0001323306,0.0003962957,0.0008063701],"category_scores_gemma":[0.00008616559,0.0001351573,0.0001155112,0.0001288323,0.00009470774,9.169856e-7,0.00008624551,0.00005786302,0.0002992466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001034027,"about_ca_system_score_gemma":0.0001403358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005906105,"about_ca_topic_score_gemma":0.0006377,"domain_scores_codex":[0.9992704,0.00004730196,0.0001779249,0.0002613238,0.00007687433,0.000166221],"domain_scores_gemma":[0.9993775,0.000007692052,0.0001356069,0.0003577333,0.0000722015,0.00004926438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002579656,0.00009712346,0.000374032,0.00009379656,0.000154122,9.496737e-7,0.000004860849,7.630288e-7,0.4236389,0.00002670077,0.5703285,0.00525446],"study_design_scores_gemma":[0.0002865814,0.0001947899,0.0002201207,0.00007264301,0.00002216106,5.298945e-7,0.000003588385,7.985338e-7,0.03762808,0.00001713959,0.9614166,0.0001369643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07290038,0.01541066,0.003644816,0.0002170095,0.008788811,0.003165288,0.004091505,0.0008519082,0.8909296],"genre_scores_gemma":[0.01280857,0.003134636,0.0001958589,0.00002198834,0.001344557,0.00004998481,0.0004330416,0.0007887359,0.9812226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3910881,"threshold_uncertainty_score":0.8829187,"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."}}