{"id":"W4413511639","doi":"10.64628/aam.hk3yvxwyw","title":"Mass COVID-19 immunization: Ensuring equitable access to vaccination","year":2021,"lang":"en","type":"article","venue":"","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Immunization; Vaccination; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mass vaccination; Virology; Routine immunization; Business; Medicine; Immunology; Antibody; Outbreak; Infectious disease (medical specialty); Measles","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":[0.01487736,0.0002649429,0.0004459488,0.001061413,0.001151633,0.002908047,0.001078206,0.002203471,0.02102409],"category_scores_gemma":[0.0473123,0.0002030903,0.0003205417,0.0006000486,0.001716326,0.003213578,0.006290036,0.002597435,0.001345617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003988783,"about_ca_system_score_gemma":0.01261615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009763699,"about_ca_topic_score_gemma":0.01529188,"domain_scores_codex":[0.9894517,0.005503358,0.0003213249,0.000358174,0.002201048,0.00216433],"domain_scores_gemma":[0.9811342,0.008000291,0.002654585,0.00119786,0.002766067,0.00424697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006621064,0.000864291,0.1190957,0.0006728702,0.0002112751,0.0004647097,0.003581362,0.002745572,0.002564082,0.1705022,0.1362321,0.5624037],"study_design_scores_gemma":[0.0002812858,0.002166267,0.329239,0.002931984,0.0001801442,0.001313374,0.00835163,0.009215497,0.003223582,0.2445337,0.3984509,0.0001125007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2111982,0.007188275,0.01314049,0.551652,0.001873459,0.0003804757,0.0006537724,0.0002458444,0.2136676],"genre_scores_gemma":[0.948328,0.002087521,0.003951234,0.02909873,0.001337359,0.0002255611,0.0001961968,0.00004900361,0.01472641],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02102409,"threshold_uncertainty_score":0.07867998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0693749743339705,"score_gpt":0.3859852096590571,"score_spread":0.3166102353250866,"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."}}