{"id":"W3138410428","doi":"10.1016/j.epidem.2021.100453","title":"How much leeway is there to relax COVID-19 control measures?","year":2021,"lang":"en","type":"article","venue":"Epidemics","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria; Simon Fraser University; BC Centre for Disease Control; Fisheries and Oceans Canada","funders":"Genome British Columbia; Michael Smith Health Research BC; Government of Canada; Australian Government","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Pandemic; Coronavirus Infections; Medicine; Virology; Internal medicine; Outbreak; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003587914,0.0004316945,0.001230053,0.00006689012,0.0003625313,0.00008607535,0.0005111998,0.0003622301,0.0003694715],"category_scores_gemma":[0.2280483,0.0003434067,0.0004062819,0.0004930964,0.0001330165,0.000115621,0.0003712289,0.0005823598,0.0001875733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005942322,"about_ca_system_score_gemma":0.0002991439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001489465,"about_ca_topic_score_gemma":0.0004251048,"domain_scores_codex":[0.9959675,0.001031896,0.000778283,0.0008870064,0.0005224011,0.0008129226],"domain_scores_gemma":[0.9768687,0.02071226,0.0003245591,0.001072183,0.0003435199,0.0006787155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008823169,0.0001588179,0.06138412,0.0002848474,0.0003911341,0.000174731,0.001455806,0.0001396524,0.0007377266,0.09106363,0.8419689,0.002152415],"study_design_scores_gemma":[0.0008064195,0.00006682853,0.001607832,0.00005000824,0.0001054206,0.00001764778,0.0005830115,0.0003702823,0.0003325928,0.327137,0.6684961,0.0004269492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02971838,0.005137371,0.3961638,0.5630319,0.0005421455,0.0009969868,0.000196454,0.0006136963,0.003599325],"genre_scores_gemma":[0.6960623,0.001015331,0.03980824,0.2497613,0.0008288939,0.0002609035,0.0000131205,0.0001253725,0.01212459],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6663439,"threshold_uncertainty_score":0.9999018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3466812373484365,"score_gpt":0.4360685571016154,"score_spread":0.08938731975317882,"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."}}