{"id":"W3135575258","doi":"10.1080/23744235.2021.1883731","title":"Effectiveness of community face mask use on COVID-19 epidemiological trends and patterns in Italy: evidence from a “translational” study","year":2021,"lang":"en","type":"article","venue":"Infectious Diseases","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Epidemiology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus; Betacoronavirus; Virology; Severe acute respiratory syndrome; Pandemic; Intensive care medicine; Infectious disease (medical specialty); Outbreak; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005480574,0.0001467198,0.0004292238,0.0001735884,0.000115344,0.00002119959,0.00003413084,0.00007507759,0.0001543273],"category_scores_gemma":[0.00377202,0.0001250548,0.0001164191,0.0002894087,0.00006073217,0.0001601954,0.00003530351,0.0002438494,0.000002822006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009939985,"about_ca_system_score_gemma":0.0001014906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003666319,"about_ca_topic_score_gemma":0.001130894,"domain_scores_codex":[0.9971026,0.002077192,0.0002953314,0.0002269919,0.0001762261,0.0001216537],"domain_scores_gemma":[0.9931316,0.006269479,0.00009290973,0.0002573738,0.00009450968,0.0001540897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007871545,0.002286637,0.9921061,0.0001807184,0.0001102834,0.00005200205,0.000525678,0.001530278,0.0004088653,0.00004352411,0.000009152752,0.001959567],"study_design_scores_gemma":[0.003095653,0.0007769233,0.9942147,0.0002968227,0.0001975202,0.00001343879,0.0002228404,0.0004422527,0.0001152141,0.0005102813,0.00001266675,0.0001016861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946177,0.0002795147,0.004144727,0.0002449453,0.00008405342,0.0003771642,0.0001418009,0.00006519862,0.00004492285],"genre_scores_gemma":[0.9993723,0.00004396747,0.000004974649,0.0003094111,0.00003223329,0.00006877772,0.0001430967,0.000008834593,0.000016428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004754604,"threshold_uncertainty_score":0.5542402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08603983510386358,"score_gpt":0.3806974685718556,"score_spread":0.294657633467992,"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."}}