{"id":"W4220883857","doi":"10.1136/bmj-2022-070650","title":"It is not too late to achieve global covid-19 vaccine equity","year":2022,"lang":"en","type":"article","venue":"BMJ","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Equity (law); Computer science; Betacoronavirus; Data science; Virology; Medicine; World Wide Web; Political science; Infectious disease (medical specialty); Outbreak; Pathology; Law","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":[0.008758506,0.0005757377,0.0008110575,0.0006428185,0.002596124,0.005189328,0.001134406,0.006593322,0.0388319],"category_scores_gemma":[0.02306613,0.000237127,0.0007418855,0.000424591,0.003535617,0.009114658,0.005547081,0.01268024,0.009025553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002882533,"about_ca_system_score_gemma":0.006365848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005106694,"about_ca_topic_score_gemma":0.006854468,"domain_scores_codex":[0.9953241,0.00144338,0.000132052,0.0002995634,0.001342137,0.001458749],"domain_scores_gemma":[0.9870124,0.002902792,0.0007223588,0.000606921,0.002125784,0.006629685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001970342,0.0002407726,0.003116447,0.000463777,0.00006661846,0.000256995,0.0008723504,0.0001900022,0.001379799,0.1372788,0.6849734,0.170964],"study_design_scores_gemma":[0.00005380432,0.0002652082,0.003363237,0.00108901,0.00001839204,0.0002518512,0.00127824,0.0001629277,0.0008209838,0.05252123,0.940145,0.00003013929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002838387,0.009716606,0.001082609,0.9562385,0.01232926,0.00004505712,0.0002682601,0.00008007825,0.01740136],"genre_scores_gemma":[0.07503295,0.01508997,0.005409037,0.8582812,0.01436109,0.0001134728,0.0006273138,0.0002231015,0.03086178],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0388319,"threshold_uncertainty_score":0.1299056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07325328815154276,"score_gpt":0.4188988407007571,"score_spread":0.3456455525492143,"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."}}