{"id":"W4200596770","doi":"10.1016/j.puhe.2021.12.010","title":"Investigating the association between COVID-19 vaccination and care home outbreak frequency and duration","year":2021,"lang":"en","type":"article","venue":"Public Health","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"NIHR School for Primary Care Research; Economic and Social Research Council; Queen's University; Scottish Government; Queen's University Belfast; Public Health Agency; National Institute for Health and Care Research; UK Research and Innovation","keywords":"Coronavirus disease 2019 (COVID-19); Outbreak; Duration (music); 2019-20 coronavirus outbreak; Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Association (psychology); Betacoronavirus; Environmental health; Virology; Psychology; Disease; Internal medicine; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002327043,0.0001018862,0.0002206864,0.00009142952,0.001810635,0.00008287356,0.00005883619,0.0001687009,0.00005230821],"category_scores_gemma":[0.003577987,0.00008370224,0.00002172195,0.0004170924,0.00001835363,0.0002404916,0.00006540259,0.0003957977,0.000007887054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273102,"about_ca_system_score_gemma":0.002892883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002429392,"about_ca_topic_score_gemma":0.002193228,"domain_scores_codex":[0.9972862,0.001283362,0.0004759986,0.0002597692,0.0002701572,0.0004244861],"domain_scores_gemma":[0.9975685,0.001030756,0.0004392373,0.0001732528,0.0003774923,0.000410786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[7.169354e-7,0.000007100408,0.8907805,0.0005410835,0.00001756311,4.502403e-7,0.06639414,1.80426e-7,0.0000173464,0.003019848,0.005695415,0.03352565],"study_design_scores_gemma":[0.0005844512,0.00003907398,0.9295796,0.0000324563,0.00001753075,0.000002311468,0.03947809,0.00001494968,0.000003032377,0.002874883,0.02727646,0.00009713923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.679642,0.002425867,0.0005804513,0.3146885,0.0005725409,0.000613848,0.00007122392,0.0001208762,0.001284725],"genre_scores_gemma":[0.9928832,0.0003851374,0.0003513937,0.005227318,0.0004926185,0.00005391168,0.0003709508,0.00001410135,0.0002213542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3132412,"threshold_uncertainty_score":0.9994889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09086034554136423,"score_gpt":0.4062056908753868,"score_spread":0.3153453453340226,"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."}}