{"id":"W3178123390","doi":"10.1038/d41586-021-01762-w","title":"COVID vaccines to reach poorest countries in 2023 — despite recent pledges","year":2021,"lang":"en","type":"article","venue":"Nature","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Development economics; Economic growth; Virology; Economics; Medicine; Infectious disease (medical specialty); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01112112,0.0008590675,0.0005571191,0.0009944803,0.001457444,0.004870079,0.001098477,0.005774429,0.02725682],"category_scores_gemma":[0.02411344,0.0003362393,0.001173722,0.0008435915,0.00171479,0.003739438,0.004727494,0.008465192,0.005209185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004133209,"about_ca_system_score_gemma":0.02266116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044034,"about_ca_topic_score_gemma":0.03625044,"domain_scores_codex":[0.9956576,0.00121869,0.0003058164,0.0002819699,0.00100398,0.001531852],"domain_scores_gemma":[0.9795777,0.005311423,0.002629592,0.0007467657,0.003711839,0.008022737],"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":[0.0004005653,0.000231155,0.01253226,0.0008849911,0.0001858988,0.000197542,0.0003020645,0.0009867387,0.0007982132,0.02594344,0.8126091,0.1449281],"study_design_scores_gemma":[0.000151433,0.0002799818,0.01442003,0.002065454,0.00008147656,0.0002019511,0.000686757,0.0003834094,0.0007099982,0.006983417,0.9739963,0.00003985381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01202746,0.03171267,0.00367529,0.8725672,0.02166963,0.0001998286,0.006130962,0.0005404325,0.0514765],"genre_scores_gemma":[0.1550975,0.024772,0.01073753,0.7402022,0.008531556,0.0008658169,0.005690149,0.0002200095,0.05388325],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02725682,"threshold_uncertainty_score":0.09118313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241399224437554,"score_gpt":0.3212700203851149,"score_spread":0.2988560281407394,"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."}}