{"id":"W4396771372","doi":"10.1002/puh2.185","title":"COVAX and COVID‐19 Vaccine Inequity: A case study of G‐20 and African Union","year":2024,"lang":"en","type":"article","venue":"Public Health Challenges","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; Centre for Global Health Research","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Political science; Medicine; Infectious disease (medical specialty); Internal medicine; Outbreak","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":[],"consensus_categories":[],"category_scores_codex":[0.002401055,0.0001467444,0.0004941638,0.0004204063,0.0001179568,0.00009685653,0.0000960994,0.00006755182,0.00007450846],"category_scores_gemma":[0.0001513007,0.0001572374,0.0000289936,0.0002050905,0.00004595069,0.0002037644,0.0001509635,0.0001920426,0.00001199745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383383,"about_ca_system_score_gemma":0.0001620963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327895,"about_ca_topic_score_gemma":0.001958967,"domain_scores_codex":[0.9984261,0.00007464503,0.0006348953,0.0004642418,0.00002718229,0.0003729725],"domain_scores_gemma":[0.9986823,0.000215519,0.000168149,0.000223792,0.00001738451,0.0006928563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002156504,0.0007746207,0.00876954,0.002760773,0.0002759057,0.0002408661,0.04796223,0.000009283679,8.626852e-7,0.7340692,0.002422942,0.2026923],"study_design_scores_gemma":[0.001619539,0.0008899301,0.003941007,0.00002013251,0.000008982393,0.0005363231,0.01061783,0.007942163,3.820801e-7,0.01731068,0.956812,0.0003010278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6809945,0.09192111,0.0001275825,0.2208578,0.0002082633,0.0004954261,0.0002282228,0.00006861927,0.005098435],"genre_scores_gemma":[0.9702535,0.02770209,0.00002933392,0.001793553,0.0001111865,0.00003386841,0.000004589693,0.00002081577,0.00005111397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.954389,"threshold_uncertainty_score":0.6411955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3107931576374252,"score_gpt":0.3925107542130252,"score_spread":0.08171759657559996,"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."}}