{"id":"W4221107459","doi":"10.46234/ccdcw2022.048","title":"When and How to Adjust Non-Pharmacological Interventions Concurrent with Booster Vaccinations Against COVID-19 — Guangdong, China, 2022","year":2022,"lang":"en","type":"article","venue":"China CDC Weekly","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jinan University; China Meteorological Administration; Hong Kong Baptist University; School of Medicine, New York University; York University","keywords":"Vaccination; Booster (rocketry); China; Coronavirus disease 2019 (COVID-19); Psychological intervention; Quarantine; 2019-20 coronavirus outbreak; Outbreak; Business; Environmental health; Medicine; Infectious disease (medical specialty); Disease; Geography; Virology; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001194005,0.0003963367,0.0006713924,0.0001940023,0.001184425,0.00008571389,0.0005351968,0.0000787632,0.00183872],"category_scores_gemma":[0.003003275,0.0002990303,0.0002584045,0.0004134941,0.0001466638,0.000134116,0.001340778,0.000699243,0.00002373169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006726705,"about_ca_system_score_gemma":0.0001113537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007179155,"about_ca_topic_score_gemma":0.0001825689,"domain_scores_codex":[0.9972125,0.0005592203,0.0004744336,0.0007700903,0.0004327801,0.0005510026],"domain_scores_gemma":[0.9974764,0.001287204,0.0002931185,0.0003827567,0.00006929578,0.0004912054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001743526,0.001494106,0.01475381,0.0005008254,0.0004126154,0.0001412559,0.005509465,0.0004219693,0.0002857105,0.01601849,0.9528208,0.007466565],"study_design_scores_gemma":[0.009468444,0.0062617,0.4625102,0.0004076262,0.001347011,0.0001710002,0.0067099,0.00389109,0.0001208147,0.07894046,0.4274104,0.00276133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6637411,0.001722073,0.07580163,0.2494058,0.0007969238,0.003673263,0.0007019393,0.0005857064,0.003571641],"genre_scores_gemma":[0.9854035,0.00008343803,0.002242697,0.006216718,0.0001342759,0.001240223,0.000064745,0.00004165596,0.0045727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5254104,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1852850497358535,"score_gpt":0.4267649022753474,"score_spread":0.2414798525394939,"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."}}