{"id":"W4283074439","doi":"10.1016/j.annepidem.2022.06.005","title":"Impact of changes in protective behaviors and out-of-household activities by age on COVID-19 transmission and hospitalization in Chicago, Illinois","year":2022,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Argonne National Laboratory; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Office of Science; National Institute of General Medical Sciences; University of Illinois at Urbana-Champaign; Northwestern University; National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Department of Energy","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Herd immunity; Transmission (telecommunications); Young adult; Social distance; Vaccination; Psychological intervention; Demography; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Gerontology; Immunology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004357721,0.0002038457,0.001243255,0.0002589807,0.00006215632,9.999039e-7,0.0001235349,0.0001639309,0.00003317847],"category_scores_gemma":[0.01307715,0.0001591903,0.0001090937,0.0002151695,0.0003989595,0.00004295796,0.0001459052,0.000285393,3.117588e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008351139,"about_ca_system_score_gemma":0.00004025255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666106,"about_ca_topic_score_gemma":0.0004435681,"domain_scores_codex":[0.9965127,0.00186063,0.0008053198,0.0003834053,0.0001137462,0.0003242478],"domain_scores_gemma":[0.9888676,0.01018776,0.000640646,0.0001873372,0.00002267258,0.00009398497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001039366,0.001006868,0.968441,0.0007168123,0.0001209896,0.00001227539,0.008260037,0.001837184,0.005566808,0.003832127,0.002994811,0.006171686],"study_design_scores_gemma":[0.001387662,0.006766181,0.8000735,0.0001892426,0.00004557605,0.000002761388,0.001116284,0.0003825894,0.001955701,0.1865831,0.001097826,0.0003995419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933771,0.001330358,0.0007718703,0.003548661,0.00002268616,0.0007036864,0.000204124,0.00001823678,0.00002330736],"genre_scores_gemma":[0.9967218,0.001964608,0.0003148094,0.0007868276,0.00000744551,0.00016679,0.00001366396,0.00001512287,0.000008929022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182751,"threshold_uncertainty_score":0.9952361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3724342434296516,"score_gpt":0.4811606947308024,"score_spread":0.1087264513011507,"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."}}