{"id":"W4376618695","doi":"10.1089/apb.2022.0042","title":"The Biosafety Research Road Map: The Search for Evidence to Support Practices in the Laboratory— <i>Bacillus anthracis</i> and <i>Brucella melitensis</i>","year":2023,"lang":"en","type":"review","venue":"Applied Biosafety","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Defence Science and Technology Group; Defence Science and Technology Laboratory; Global Affairs Canada; Wellcome Trust; World Health Organization","keywords":"Biosafety; Bacillus anthracis; Biosecurity; Personal protective equipment; Brucella melitensis; Medicine; Environmental health; Brucellosis; Brucella; Biotechnology; Veterinary medicine; Infectious disease (medical specialty); Biology; Pathology; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.04094715,0.001559691,0.006142573,0.03178546,0.001701356,0.009552481,0.003991861,0.006385026,0.01895089],"category_scores_gemma":[0.1329364,0.001416617,0.006604603,0.02288436,0.002463131,0.0106666,0.005115396,0.005427607,0.002580691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008182397,"about_ca_system_score_gemma":0.03584481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0129933,"about_ca_topic_score_gemma":0.01667684,"domain_scores_codex":[0.976309,0.008319316,0.008027489,0.001691722,0.004864099,0.0007883027],"domain_scores_gemma":[0.6827038,0.2474811,0.02423306,0.003456873,0.03845468,0.003670473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003259197,0.0001233332,0.003525194,0.5932206,0.002469126,0.0002740435,0.0008324726,0.001055976,0.00037513,0.009327317,0.03319233,0.3552787],"study_design_scores_gemma":[0.0001410969,0.0002786601,0.005458517,0.8750036,0.005175307,0.0002848508,0.001270778,0.0005332509,0.0002249218,0.009617176,0.101925,0.0000867901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002025682,0.9485433,0.001908388,0.03764758,0.001347569,0.0008449223,0.003357516,0.0001566035,0.004168399],"genre_scores_gemma":[0.03771941,0.9250156,0.01586428,0.01478736,0.0007379217,0.001717471,0.003567575,0.00006141597,0.0005289747],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04094715,"threshold_uncertainty_score":0.2165518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1950644222372209,"score_gpt":0.4479206530489675,"score_spread":0.2528562308117466,"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."}}