{"id":"W3185733231","doi":"10.1002/hep4.1790","title":"COVID‐19 and the Uncovering of Health Care Disparities in the United States, United Kingdom and Canada: Call to Action","year":2021,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Center for Advancing Translational Sciences","keywords":"Coronavirus disease 2019 (COVID-19); Call to action; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Health care; Action (physics); Public administration; Medicine; Virology; Business; Outbreak; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005212656,0.0000494608,0.0001434888,0.00007077521,0.0009066761,0.00002532407,0.0002876057,0.00003489395,0.000005419032],"category_scores_gemma":[0.0006282229,0.00003727279,0.00001106784,0.000482896,0.00014075,0.0000400763,0.0001472454,0.0001601923,1.207559e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882122,"about_ca_system_score_gemma":0.001479124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9785412,"about_ca_topic_score_gemma":0.9974942,"domain_scores_codex":[0.9979901,0.001517403,0.000185518,0.00008218435,0.00008837258,0.0001364429],"domain_scores_gemma":[0.9980481,0.001275255,0.0000727407,0.0004331244,0.0001064881,0.00006430901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002885238,0.00003648549,0.6219904,0.00007405176,0.00002814482,0.000005679868,0.1096574,0.0001494223,0.000001926328,0.2608761,0.006378639,0.0007729326],"study_design_scores_gemma":[0.0008382802,0.00002313656,0.1187744,0.0000375896,0.00002682274,0.00001409712,0.1204933,0.000362187,0.000003540564,0.002377908,0.7569327,0.000116072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7788574,0.003671312,0.0000888225,0.2167929,0.00003326616,0.000196469,0.00002570299,0.000009013083,0.0003251619],"genre_scores_gemma":[0.9832481,0.006129005,0.0001013787,0.01035376,0.000005438696,0.00002424019,0.0001103078,0.000002933218,0.00002479745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.750554,"threshold_uncertainty_score":0.6973512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08406154877607025,"score_gpt":0.3663116072521375,"score_spread":0.2822500584760673,"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."}}