{"id":"W4406083660","doi":"10.1016/j.jinf.2024.106390","title":"Lack of correlation between school reopening and trends in adult COVID-19 hospitalisations and death rates during the Delta and early Omicron periods: An ecological analysis of five countries","year":2025,"lang":"en","type":"article","venue":"Journal of Infection","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; State Government of Victoria; Murdoch Children's Research Institute; Children’s Hospital of Wisconsin Research Institute","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Demography; Incidence (geometry); Public health; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Government (linguistics); Disease; Nursing; Sociology; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001187185,0.00009209179,0.0004944433,0.0004371488,0.0001791487,0.00003295335,0.0000358715,0.00009113052,0.00001265198],"category_scores_gemma":[0.005796687,0.00005983904,0.00006896549,0.0004731935,0.0001334335,0.0002216814,0.00005997253,0.0001812111,3.436662e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001622151,"about_ca_system_score_gemma":0.00003999818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009641224,"about_ca_topic_score_gemma":0.001153776,"domain_scores_codex":[0.9988046,0.000260507,0.0006400709,0.0001184981,0.00009295281,0.00008336906],"domain_scores_gemma":[0.9969046,0.00216141,0.0006227468,0.00007175197,0.000188775,0.00005076474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006747558,0.00003093151,0.9961084,0.00007009292,0.0002885604,9.478474e-7,0.001212211,0.001093974,0.00007148788,0.0008773036,0.00002107197,0.0001575392],"study_design_scores_gemma":[0.0005585643,0.0002461299,0.9924893,0.00005494981,0.0006048572,0.000003693425,0.0004352544,0.001422701,0.00004765694,0.004070779,0.00001306039,0.0000530044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968962,0.0001827674,0.002000317,0.0007642087,0.00002065041,0.0001008043,0.00001078263,0.000006098259,0.00001815388],"genre_scores_gemma":[0.999031,0.0004657086,0.0003919941,0.00006832477,0.00001863965,0.000003689518,0.00000200614,0.000002626238,0.00001597533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004609502,"threshold_uncertainty_score":0.6939595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020625441194605,"score_gpt":0.4248482770049425,"score_spread":0.322785732885482,"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."}}