{"id":"W2573504792","doi":"10.1177/153567601301800102","title":"Biosafety Risk Assessment and Management of Laboratory-Derived Influenza A (H5N1) Viruses Transmissible in Ferrets","year":2013,"lang":"en","type":"article","venue":"Applied Biosafety","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency of Canada; University of Wisconsin-Madison","keywords":"Influenza A virus subtype H5N1; Biosafety; Highly pathogenic; Virology; Pandemic; Transmission (telecommunications); Context (archaeology); Biosecurity; Biology; Influenza A virus; Virus; Medicine; Coronavirus disease 2019 (COVID-19); Biotechnology; Infectious disease (medical specialty); Disease; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000568419,0.0003337737,0.000638478,0.0002724548,0.0001359854,0.0000301248,0.0001705931,0.0001540562,0.0002021942],"category_scores_gemma":[0.00002439181,0.0002722807,0.00007748965,0.000693663,0.0003488818,0.0001468457,0.0002184217,0.0003983366,0.00006445989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643027,"about_ca_system_score_gemma":0.0001216519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002783781,"about_ca_topic_score_gemma":0.00002872758,"domain_scores_codex":[0.9975677,0.00008617412,0.0006995979,0.0005225901,0.0005604526,0.0005634609],"domain_scores_gemma":[0.9987877,0.0001190082,0.0001802836,0.0005076982,0.0001832079,0.0002221182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003091219,0.00215998,0.2294901,0.005074636,0.002780617,0.0001701439,0.002683071,0.00008049695,0.5913133,0.06193174,0.001342773,0.09988189],"study_design_scores_gemma":[0.005360553,0.0002303541,0.9683159,0.0002439833,0.0001248378,0.000002162571,0.0009025255,0.0001031795,0.019205,0.0005471827,0.004671025,0.0002933207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824998,0.001358094,0.0001635657,0.001063099,0.00003659612,0.00284304,0.000102567,0.0001007592,0.01183246],"genre_scores_gemma":[0.9875736,0.003393666,0.007858515,0.0007091798,0.00002746187,0.0003662879,0.00000825299,0.00003698805,0.000026004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7388257,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05091765645358311,"score_gpt":0.3676320467034166,"score_spread":0.3167143902498335,"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."}}