{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005093154,0.000381134,0.0005953214,0.0009893432,0.002822267,0.004379764,0.0008669189,0.004593874,0.0292327],"category_scores_gemma":[0.009902186,0.0003101607,0.0005415066,0.0014759,0.00408568,0.006012782,0.00447413,0.006732412,0.004663245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005742237,"about_ca_system_score_gemma":0.006646551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04064678,"about_ca_topic_score_gemma":0.05731575,"domain_scores_codex":[0.997329,0.0009070634,0.0001591597,0.0001874242,0.0006847364,0.0007325902],"domain_scores_gemma":[0.9901289,0.002853906,0.000719151,0.0003154606,0.001524126,0.004458321],"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":[0.0001567432,0.00005564185,0.0103919,0.0006817765,0.00004962149,0.001070521,0.005228636,0.0001972598,0.0007087864,0.04385089,0.8120137,0.1255945],"study_design_scores_gemma":[0.00002505407,0.00008238362,0.0186267,0.001283259,0.00002074003,0.001234802,0.0195712,0.0002406077,0.0001754389,0.02222846,0.9364296,0.00008186352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01341153,0.01918337,0.0005889906,0.944677,0.004518425,0.00002283076,0.001619608,0.00009098272,0.01588725],"genre_scores_gemma":[0.3380654,0.1040033,0.003270899,0.5055974,0.01479521,0.0001400734,0.00253958,0.0003348483,0.03125332],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04064678,"threshold_uncertainty_score":0.09779316,"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."}}