{"id":"W4241144091","doi":"10.3934/math.2022220","title":"Rotational worker vaccination provides indirect protection to vulnerable groups in regions with low COVID-19 prevalence","year":2021,"lang":"en","type":"article","venue":"AIMS Mathematics","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Vaccination; Medicine; Outbreak; Environmental health; Population; Coronavirus disease 2019 (COVID-19); Disease burden; Demography; Disease; Infectious disease (medical specialty); Virology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001774722,0.0004988123,0.0005642424,0.0003121078,0.0002263644,0.0007665962,0.0005858467,0.0004409599,0.002051391],"category_scores_gemma":[0.002851971,0.0001881794,0.0008188998,0.0001869738,0.0003021758,0.0005308021,0.0008024085,0.0003665305,0.0001538115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680314,"about_ca_system_score_gemma":0.001815846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04498369,"about_ca_topic_score_gemma":0.0601994,"domain_scores_codex":[0.9990345,0.0004415835,0.00002198177,0.0001226908,0.00005747009,0.0003217129],"domain_scores_gemma":[0.9992965,0.0002836971,0.000228494,0.00005851523,0.00004931868,0.00008344864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00842398,0.001719135,0.5356056,0.0007821512,0.001593102,0.0003429636,0.0004350671,0.3316783,0.02201872,0.006952585,0.002884408,0.08756397],"study_design_scores_gemma":[0.000754227,0.01563119,0.6454856,0.0002530449,0.001779526,0.0002623581,0.001328165,0.3184844,0.006604298,0.004899494,0.00444056,0.00007705414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890493,0.0003036574,0.005752717,0.0002951651,0.00001856972,0.0001094606,0.0003839871,0.00004153667,0.004045593],"genre_scores_gemma":[0.9977422,0.0001060753,0.001403785,0.00007073701,0.000003866146,0.00003578141,0.0001812896,0.000003229285,0.0004528766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04498369,"threshold_uncertainty_score":0.08944368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1578464402893562,"score_gpt":0.3834305687611508,"score_spread":0.2255841284717946,"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."}}