{"id":"W4310461340","doi":"10.1002/jmv.28354","title":"Nonpharmaceutical interventions reduce the incidence and mortality of COVID‐19: A study based on the survey from the International COVID‐19 Research Network (ICRN)","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; Mental Health Research Canada; University of Calgary; Alberta Health Services; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Quarantine; Psychological intervention; Environmental health; Isolation (microbiology); Medicine; Social distance; Hygiene; Incidence (geometry); Population; Coronavirus disease 2019 (COVID-19); Public health; Sanitation; Pandemic; Developing country; Personal protective equipment; Disease; Infectious disease (medical specialty); Economic growth; Biology","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":[0.002504186,0.0007188873,0.0005316141,0.0007079425,0.0007144075,0.0006497394,0.0006777857,0.001139939,0.002082084],"category_scores_gemma":[0.005002901,0.0007177189,0.001476046,0.001042454,0.0004961126,0.0008304631,0.0008502034,0.001121914,0.0005429025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209707,"about_ca_system_score_gemma":0.00109631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007743415,"about_ca_topic_score_gemma":0.009091676,"domain_scores_codex":[0.9978516,0.001325427,0.00012635,0.0002541063,0.0001901644,0.0002523492],"domain_scores_gemma":[0.9969853,0.0008309846,0.001097469,0.0002226796,0.0003024969,0.000561149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006651788,0.01711535,0.9574403,0.0004438826,0.001188701,0.0001363595,0.001455265,0.0001568284,0.0003678944,0.00009093017,0.001548642,0.01340416],"study_design_scores_gemma":[0.001953219,0.01574595,0.9786733,0.0000940176,0.0005447949,0.000122268,0.0008838476,0.0004944962,0.000157759,0.0000595489,0.001246747,0.00002404789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983286,0.0002362828,0.000101399,0.0001165137,0.00001497385,0.0002191006,0.0005815027,0.000003047988,0.0003985556],"genre_scores_gemma":[0.9968415,0.0005033129,0.0003828636,0.0004675995,0.00004694231,0.0006022031,0.0007036605,0.000003591588,0.0004483521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007743415,"threshold_uncertainty_score":0.01539671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5521330110741419,"score_gpt":0.6076309809482027,"score_spread":0.05549796987406075,"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."}}