{"id":"W4376618224","doi":"10.1089/apb.2022.0044","title":"The Biosafety Research Road Map: The Search for Evidence to Support Practices in the Laboratory—Crimean Congo Haemorrhagic Fever Virus and Lassa Virus","year":2023,"lang":"en","type":"review","venue":"Applied Biosafety","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":8,"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":"Lassa virus; Lassa fever; Biosafety; Ebola virus; Virology; Infectious disease (medical specialty); Virus; Medicine; Case fatality rate; Environmental health; Biology; Veterinary medicine; Disease; Biotechnology; Population","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":[0.03075992,0.001478527,0.005122553,0.01752126,0.001119522,0.007087685,0.003333292,0.004267116,0.009711511],"category_scores_gemma":[0.08771843,0.001004338,0.004764895,0.01146765,0.002172799,0.007287939,0.003106872,0.004491021,0.001243229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006355794,"about_ca_system_score_gemma":0.03053173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200676,"about_ca_topic_score_gemma":0.01548262,"domain_scores_codex":[0.9850562,0.006432337,0.004161716,0.0009035615,0.002973158,0.0004730982],"domain_scores_gemma":[0.8054695,0.1514274,0.01816212,0.001657684,0.02139516,0.001888131],"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":[0.0001980027,0.00009200152,0.001773803,0.4960433,0.001651708,0.0002493444,0.0005592857,0.0006588655,0.0002252453,0.006037012,0.02084658,0.4716648],"study_design_scores_gemma":[0.00008280564,0.0002574295,0.003969729,0.8475462,0.004267503,0.0003037417,0.001078849,0.0003702992,0.000204446,0.006294399,0.1355588,0.00006591347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000391298,0.9857472,0.0005052849,0.01115781,0.0005520176,0.0001679679,0.0003573073,0.00003307641,0.00108814],"genre_scores_gemma":[0.009299981,0.9809058,0.003297949,0.005225132,0.0003028678,0.0003901965,0.0003920824,0.00001021419,0.0001758403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03075992,"threshold_uncertainty_score":0.1626759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3994926748508172,"score_gpt":0.5295300157746634,"score_spread":0.1300373409238462,"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."}}