{"id":"W3083317029","doi":"10.1126/science.abe2803","title":"An ethical framework for global vaccine allocation","year":2020,"lang":"en","type":"article","venue":"Science","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":353,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto","funders":"Fogarty International Center; Colton Foundation","keywords":"Business; Computer science; Management science; Operations research; Economics; Mathematics","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":[0.05527769,0.001249196,0.001363174,0.00216836,0.00689763,0.01261986,0.003125282,0.01611151,0.008131759],"category_scores_gemma":[0.05540371,0.001019173,0.001436164,0.001567379,0.03209417,0.01052184,0.005656327,0.01833038,0.001466038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01063694,"about_ca_system_score_gemma":0.01892611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006900073,"about_ca_topic_score_gemma":0.006940688,"domain_scores_codex":[0.9448305,0.03643258,0.001613882,0.003394131,0.01057916,0.003149712],"domain_scores_gemma":[0.9717187,0.01652684,0.001736155,0.004092159,0.00435931,0.001566723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002711086,0.000005510283,0.00001770871,0.000005339497,0.000002843807,0.00001080469,0.0001293491,0.000380295,0.00002020339,0.997162,0.001524265,0.0007389973],"study_design_scores_gemma":[0.00001605816,0.000007277219,0.00003022111,0.0000299837,0.00000379358,0.00002082586,0.00008631504,0.0009634907,0.00003845836,0.9863602,0.01243407,0.000009290376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007932136,0.001272921,0.3510316,0.1832046,0.002245927,0.0005589312,0.0001875414,0.0001244808,0.4534419],"genre_scores_gemma":[0.7117807,0.001037456,0.1659728,0.04810148,0.002959233,0.002471877,0.0001254407,0.0001814242,0.06736957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05527769,"threshold_uncertainty_score":0.2923399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03931823203844936,"score_gpt":0.3917921470213606,"score_spread":0.3524739149829113,"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."}}