{"id":"W4389606405","doi":"10.1016/s2666-5247(23)00319-1","title":"Laboratory-acquired infections and pathogen escapes worldwide between 2000 and 2021: a scoping review","year":2023,"lang":"en","type":"review","venue":"The Lancet Microbe","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Global Affairs Canada; Wellcome Trust; EduCanada; World Health Organization","keywords":"Biosafety; Virology; Microbiology; Biology; Pathogen; Brucella; Brucellosis; Biotechnology","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":[0.009066995,0.001167059,0.002852873,0.02434251,0.0008223966,0.003359785,0.001333721,0.002295929,0.003107378],"category_scores_gemma":[0.03665545,0.001124234,0.004058487,0.02027306,0.0009298057,0.003711563,0.001948427,0.00132589,0.0004812841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003594684,"about_ca_system_score_gemma":0.01154698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01538292,"about_ca_topic_score_gemma":0.02367927,"domain_scores_codex":[0.9921762,0.001778015,0.003787976,0.0006725568,0.001315154,0.000270123],"domain_scores_gemma":[0.9636012,0.02238421,0.007899787,0.0005010147,0.005222546,0.0003912235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001736211,0.00003047241,0.006078614,0.7781699,0.004118756,0.0004618304,0.001308881,0.0003950544,0.0003204541,0.001299016,0.011584,0.1960594],"study_design_scores_gemma":[0.00002022018,0.00007703245,0.01004018,0.9196449,0.008055955,0.0005959602,0.0009211589,0.00009662606,0.0001433741,0.0003671804,0.05999976,0.00003769682],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001057542,0.9966486,0.0001248127,0.0006324223,0.0001707106,0.0001316819,0.0006315635,0.000007192359,0.0005954058],"genre_scores_gemma":[0.006618256,0.9918854,0.0002791194,0.0004134602,0.00008275641,0.0001840388,0.0004339818,0.000003958353,0.0000990884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02434251,"threshold_uncertainty_score":0.04795146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09244281191895583,"score_gpt":0.3901498699204597,"score_spread":0.2977070580015039,"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."}}