{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007110267,0.000165103,0.0003117901,0.0002051615,0.0001258659,0.0001318064,0.000236861,0.0006661554,0.0006732882],"category_scores_gemma":[0.004518144,0.0001442878,0.00004499912,0.001134285,0.00001907658,0.0002987882,0.0002435507,0.0008868234,0.0004468641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071164,"about_ca_system_score_gemma":0.0001548972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003814745,"about_ca_topic_score_gemma":0.006847694,"domain_scores_codex":[0.9985391,0.0000363526,0.0003423503,0.0003405193,0.0001723531,0.0005693403],"domain_scores_gemma":[0.9990638,0.0001306048,0.0001002662,0.0002619526,0.0003815127,0.00006187646],"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":[0.00002925096,0.00002971751,0.03328612,0.0001517616,0.000007453589,0.00003750588,0.00002607445,0.0002067178,0.00002091842,0.03263882,0.932494,0.001071607],"study_design_scores_gemma":[0.0002802638,0.000005093974,0.08801971,0.000036006,0.00000650751,0.000004250423,0.0001746247,0.0001534723,0.00000559742,0.001757779,0.9094151,0.000141569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.250232,0.003771766,0.00001851084,0.7146437,0.002217928,0.0003134924,0.00002837271,0.0001207846,0.02865349],"genre_scores_gemma":[0.2769382,0.0009498029,0.0002377033,0.716831,0.003167741,0.00004186527,0.0001973627,0.00003138725,0.001605004],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05473359,"threshold_uncertainty_score":0.7372034,"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."}}