{"id":"W4310010621","doi":"10.1093/cid/ciac922","title":"Evaluation of the US Definitions for Coronavirus Disease 2019 Community Risk Levels","year":2022,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; University of Toronto; Texas A and M University","keywords":"Metric (unit); Coronavirus disease 2019 (COVID-19); Medicine; Public health; Disease control; Disease; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Betacoronavirus; Environmental health; Compromise; Pandemic; Virology; Infectious disease (medical specialty); Outbreak; Operations management; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04857662,0.000733898,0.000631643,0.003812248,0.000710801,0.00247805,0.001856892,0.0006432462,0.002722479],"category_scores_gemma":[0.1393406,0.0003180563,0.001429876,0.004742606,0.0006609638,0.001634681,0.00269132,0.001706578,0.0003597901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005043382,"about_ca_system_score_gemma":0.005435096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04212601,"about_ca_topic_score_gemma":0.03025953,"domain_scores_codex":[0.9588653,0.02797856,0.00261029,0.001324688,0.008383574,0.0008376761],"domain_scores_gemma":[0.9247862,0.03902134,0.008051917,0.004459703,0.02228318,0.001397608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002372976,0.0007789298,0.5610687,0.0008473975,0.001011037,0.0001291336,0.001696342,0.05349224,0.0003145976,0.1026811,0.06054945,0.2150582],"study_design_scores_gemma":[0.0007424847,0.003654875,0.5400572,0.00199728,0.00070922,0.0006743114,0.006186443,0.2762132,0.002816539,0.0579343,0.1086981,0.000316065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7317659,0.007370417,0.1459538,0.01596276,0.001126556,0.002906553,0.03062406,0.0006296894,0.06366035],"genre_scores_gemma":[0.9122283,0.0007288508,0.07076728,0.0009328983,0.00009661106,0.001600434,0.01209226,0.00009139087,0.001462013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04857662,"threshold_uncertainty_score":0.2569008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7415761459456414,"score_gpt":0.5672437179050253,"score_spread":0.1743324280406161,"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."}}