{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001119333,0.0003114319,0.0003280525,0.001022713,0.0008589862,0.0008991979,0.0007330858,0.0006541337,0.002191918],"category_scores_gemma":[0.002915014,0.000280071,0.0006501324,0.0009653967,0.0005843053,0.0006502374,0.0009287099,0.001087311,0.0002042871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002119961,"about_ca_system_score_gemma":0.002401738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2105797,"about_ca_topic_score_gemma":0.2752805,"domain_scores_codex":[0.9987686,0.0004375132,0.00007038978,0.0001991197,0.000117087,0.0004072782],"domain_scores_gemma":[0.9972561,0.0005386194,0.0005534262,0.0001380626,0.0004568138,0.001057014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001767252,0.0001104524,0.9983986,0.000003901074,0.00003016646,0.00002490159,0.000136437,0.00005937634,0.00003899827,0.00002727252,0.0002716396,0.0007216472],"study_design_scores_gemma":[0.000004210613,0.00005570526,0.9991773,0.00000471739,0.00001822935,0.000009836436,0.0004629291,0.0001274764,0.0000255435,0.00001255516,0.00009857598,0.000002769226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983328,0.0001517145,0.00003772369,0.0001721224,0.00002073251,0.000006506241,0.0005156134,0.000006490282,0.0007564875],"genre_scores_gemma":[0.9988505,0.00006646015,0.00002834338,0.00006413856,0.00001640151,0.00001138484,0.0004219117,0.00000269515,0.000538162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2105797,"threshold_uncertainty_score":0.418708,"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."}}