{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01139277,0.0007921382,0.001686422,0.002437642,0.000951678,0.002942771,0.001288927,0.004349692,0.003042448],"category_scores_gemma":[0.0249582,0.0004067816,0.000748254,0.003227376,0.003013195,0.002936253,0.001833159,0.004396215,0.0003955143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003584549,"about_ca_system_score_gemma":0.01245816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005722243,"about_ca_topic_score_gemma":0.01416696,"domain_scores_codex":[0.993509,0.003988474,0.0005781821,0.0002121807,0.00144295,0.000269172],"domain_scores_gemma":[0.9791505,0.01761898,0.00144803,0.0002090993,0.001346382,0.0002268578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006905787,0.00008294479,0.0002915997,0.03999468,0.0002025858,0.0001895423,0.001111415,0.0007780949,0.0001542524,0.03405859,0.0311825,0.8918849],"study_design_scores_gemma":[0.00008086085,0.00009285422,0.001206781,0.1108571,0.0003107678,0.0006392947,0.00192755,0.0001849057,0.0002480937,0.02808785,0.8563202,0.00004368711],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002265271,0.9905483,0.0003849573,0.005347861,0.0004004194,0.00001700797,0.000005775268,0.00000245203,0.0030667],"genre_scores_gemma":[0.005804508,0.9893172,0.0007743818,0.002923863,0.0004514339,0.00004699957,0.00001101341,0.000003003711,0.0006675894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01139277,"threshold_uncertainty_score":0.06025147,"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."}}