{"id":"W2237312037","doi":"10.1007/s40592-015-0038-7","title":"Ethics for pandemics beyond influenza: Ebola, drug-resistant tuberculosis, and anticipating future ethical challenges in pandemic preparedness and response","year":2015,"lang":"en","type":"review","venue":"Bioethics News","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of Toronto","funders":"Fondation Brocher","keywords":"Pandemic; Preparedness; Context (archaeology); Outbreak; Infectious disease (medical specialty); Medicine; Ebola virus; Disease; Engineering ethics; Political science; Public relations; Coronavirus disease 2019 (COVID-19); Virology; Geography; Law; Pathology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005959984,0.0009174896,0.001418078,0.002554702,0.0008556283,0.002633193,0.0009322345,0.004153288,0.003495761],"category_scores_gemma":[0.01130206,0.0003891685,0.0006672763,0.002737779,0.002379406,0.003777629,0.001756143,0.005011028,0.0006983312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002730512,"about_ca_system_score_gemma":0.008053313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003364639,"about_ca_topic_score_gemma":0.008764821,"domain_scores_codex":[0.997946,0.0008990331,0.0002748472,0.0001075202,0.0006525284,0.0001201716],"domain_scores_gemma":[0.9901885,0.007791655,0.0006862305,0.0001224778,0.0009220992,0.0002889671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004773708,0.00004344294,0.0002411906,0.03229862,0.0001905958,0.0001978364,0.000787565,0.0002562475,0.000294001,0.03369666,0.1331525,0.7987936],"study_design_scores_gemma":[0.00001549336,0.00001895687,0.0004705609,0.03195004,0.00009239798,0.0003444704,0.0004505138,0.00003974578,0.00008232197,0.01251328,0.9539996,0.00002262216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000383415,0.9941655,0.00006097466,0.004483059,0.0005437568,0.000002939278,0.000003992469,0.000001759444,0.0006996241],"genre_scores_gemma":[0.0008326028,0.9951041,0.0001553987,0.002786911,0.0007278909,0.000007505677,0.000007856315,0.000001393123,0.0003764444],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005959984,"threshold_uncertainty_score":0.03151983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4030902442471163,"score_gpt":0.518214521561559,"score_spread":0.1151242773144427,"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."}}