{"id":"W3040514186","doi":"10.4178/epih.e2020049","title":"Air Filtration and Severe Acute Respiratory Syndrome Coronavirus 2","year":2020,"lang":"en","type":"article","venue":"Epidemiology and Health","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"HEPA; Filtration (mathematics); Respirator; Aerosol; Air filter; Coronavirus disease 2019 (COVID-19); Air filtration; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Environmental science; Intensive care medicine; Filter (signal processing); Environmental engineering; Infectious disease (medical specialty); Meteorology; Computer science; Engineering; Disease; Chemistry; Pathology; Indoor air quality; Physics; Mechanical engineering; Mathematics","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":[0.0007985356,0.0000698369,0.0003334698,0.00002679243,0.0001435114,0.000001303888,0.0000105835,0.0001021873,0.00005803922],"category_scores_gemma":[0.0001778618,0.00005894919,0.00002525129,0.00004301422,0.00005294384,0.00005413709,0.00001062238,0.0001820498,0.00001851707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001975211,"about_ca_system_score_gemma":0.00007668674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004830514,"about_ca_topic_score_gemma":0.00001548514,"domain_scores_codex":[0.9991653,0.0001910942,0.0002714605,0.0001883216,0.000029251,0.0001545545],"domain_scores_gemma":[0.9994695,0.0001415607,0.0001085021,0.00005722325,0.00002092818,0.0002022623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003613405,0.00002808953,0.9595821,0.0002221767,0.00008279531,0.0000254132,0.0003567428,0.00001617221,0.0001123191,0.007229568,0.01156024,0.02042308],"study_design_scores_gemma":[0.0008708879,0.001121328,0.9770161,0.00002160133,0.00002838981,0.0003015547,0.00001603316,0.001153141,0.00000365679,0.000495127,0.0189217,0.0000504801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339737,0.005105961,0.009849554,0.149362,0.0002235839,0.0005448087,0.00001972834,0.0001188244,0.0008018757],"genre_scores_gemma":[0.9109579,0.0004286925,0.0003071272,0.08804072,0.0001413955,0.000007441327,0.00002571536,0.000004669087,0.00008636942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07698417,"threshold_uncertainty_score":0.2403878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1500618371418783,"score_gpt":0.4062882378101671,"score_spread":0.2562264006682887,"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."}}