{"id":"W3204826068","doi":"10.2139/ssrn.3887603","title":"COVID-19 Vaccination In The UK And Ireland: Ethics In Practice","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Economic and Social Research Council; Queen's University; Irish Research Council; University College Cork; Queen's University Belfast","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Political science; Medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01860122,0.00008825563,0.0001638236,0.0001001609,0.0005940071,0.00001774278,0.00011695,0.0003282832,0.00005342925],"category_scores_gemma":[0.005912498,0.00006275239,0.00002366509,0.0002562933,0.000009818579,0.000133109,0.00003210927,0.01023843,0.00001207613],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763645,"about_ca_system_score_gemma":0.01992529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003068432,"about_ca_topic_score_gemma":0.2598117,"domain_scores_codex":[0.9929465,0.00479025,0.0004740137,0.0001669579,0.0003013096,0.001320935],"domain_scores_gemma":[0.9967788,0.002557362,0.0002172447,0.0001436248,0.0001788714,0.0001241266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001347306,0.0001451472,0.0663932,0.0004559794,0.00005440105,0.0001996844,0.122621,0.00001894812,0.00002078494,0.790904,0.0008966498,0.01815546],"study_design_scores_gemma":[0.002689028,0.0002284722,0.0340737,0.0002283576,0.00002061018,0.001443306,0.6721032,0.00004611731,8.46759e-7,0.1505026,0.1384872,0.0001765578],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3184851,0.04822888,0.001126327,0.6213651,0.0006045039,0.0007152398,0.000003199359,0.00002267377,0.009448974],"genre_scores_gemma":[0.9341646,0.05576744,0.00002498947,0.00920519,0.0003109595,0.00002752045,0.000002914853,0.00001010339,0.0004863289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6404014,"threshold_uncertainty_score":0.992045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048745739702238,"score_gpt":0.4969674028449202,"score_spread":0.3920928288746965,"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."}}