{"id":"W2045973388","doi":"10.1016/j.vaccine.2011.02.032","title":"Public engagement on ethical principles in allocating scarce resources during an influenza pandemic","year":2011,"lang":"en","type":"review","venue":"Vaccine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Pandemic; Scarcity; Influenza pandemic; Public health; Public relations; Order (exchange); Health care rationing; Medicine; Health care; Business; Coronavirus disease 2019 (COVID-19); Political science; Nursing; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004008562,0.000521948,0.001359868,0.0008680691,0.0005078219,0.00003806105,0.0008115727,0.0008044726,0.0005832347],"category_scores_gemma":[0.0007962837,0.0004009862,0.0001782575,0.000500624,0.00001135678,0.000126262,0.001028975,0.00394502,0.0006355277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004254311,"about_ca_system_score_gemma":0.0003055569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000110081,"about_ca_topic_score_gemma":0.0005383429,"domain_scores_codex":[0.9921446,0.004234511,0.001602231,0.0007889071,0.0003298295,0.0008999214],"domain_scores_gemma":[0.9972335,0.0006782241,0.0006811671,0.001088492,0.00006427392,0.0002544001],"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":[0.0004305988,0.0004397194,0.007266139,0.06500684,0.000340188,0.00008336786,0.02389163,0.000006061247,0.000001767316,0.01075855,0.0008167643,0.8909584],"study_design_scores_gemma":[0.0008001389,0.000107618,0.003906714,0.02178335,0.0001258984,0.000002049645,0.001161534,0.000003773346,9.55573e-8,0.00003441203,0.9717183,0.000356101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0489567,0.9298374,0.000009534911,0.0002642489,0.0004225456,0.004048767,0.00001517522,0.0003832406,0.0160624],"genre_scores_gemma":[0.002393665,0.9902468,0.00009248467,0.001727871,0.0004459252,0.001322067,0.00005208442,0.0001351655,0.00358395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9709015,"threshold_uncertainty_score":0.9998442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5142099995637606,"score_gpt":0.5035270273009125,"score_spread":0.01068297226284809,"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."}}