{"id":"W3191936706","doi":"10.1136/bmjgh-2021-007031","title":"New waves, new variants, old inequity: a continuing COVID-19 crisis","year":2021,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Chan Zuckerberg Initiative; Child Health Research Foundation; Bill and Melinda Gates Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Third wave; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economic growth; Development economics; Geography; Political science; Socioeconomics; Medicine; Virology; Sociology; Political economy; Economics; Outbreak; Pathology; Disease; Infectious disease (medical specialty)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001034435,0.0001686537,0.0004065629,0.00003423031,0.0005704439,0.0002084688,0.0003099749,0.0001423656,0.001500395],"category_scores_gemma":[0.001191652,0.0001835822,0.0001257757,0.00087188,0.000009939432,0.0002679073,0.000135241,0.0001554538,0.0001704693],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265615,"about_ca_system_score_gemma":0.01465942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1317166,"about_ca_topic_score_gemma":0.08351015,"domain_scores_codex":[0.9972749,0.0003987128,0.0004789761,0.0004656244,0.0005570498,0.0008247704],"domain_scores_gemma":[0.9974632,0.0001000478,0.0002044096,0.0003716379,0.0001058019,0.00175494],"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":[0.00002465245,0.00003481021,0.006663592,0.00004298628,0.00001662338,0.0001429771,0.004885631,0.000005038263,0.000001811338,0.1270294,0.8191957,0.04195668],"study_design_scores_gemma":[0.001135494,0.00007428547,0.01744631,0.00007640923,0.00002220988,0.00003639429,0.004376386,0.000009227204,0.000002858702,0.03411464,0.9424431,0.0002626602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01688673,0.0163483,0.04379123,0.847653,0.003032135,0.001580229,0.0001628897,0.000647495,0.06989795],"genre_scores_gemma":[0.557831,0.007737489,0.02620768,0.3292068,0.01059782,0.00002510351,0.0001116645,0.00006701732,0.06821533],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5409443,"threshold_uncertainty_score":0.9994124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04854159583934728,"score_gpt":0.4215549888526547,"score_spread":0.3730133930133074,"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."}}