{"id":"W3025748074","doi":"10.1101/2020.05.14.20094821","title":"Transmission of aerosols through pristine and reprocessed N95 respirators","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Hospital for Sick Children; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Respirator; Limiting; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Personal protective equipment; Environmental science; Materials science; Medicine; Infectious disease (medical specialty); Engineering; Composite material; Disease; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0002520916,0.0001810096,0.0005038019,0.00005496093,0.00004253279,0.00001221466,0.00005689861,0.0002346239,0.0001010281],"category_scores_gemma":[0.0002674103,0.0001492848,0.0001286409,0.0001407183,0.00006236339,0.00004092662,0.00006722151,0.0003989027,0.000005352422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000164731,"about_ca_system_score_gemma":0.0001258463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002730483,"about_ca_topic_score_gemma":0.000001185802,"domain_scores_codex":[0.9987006,0.00004978408,0.0004649667,0.0004258163,0.0002439425,0.0001148443],"domain_scores_gemma":[0.9991294,0.00004304173,0.0002715264,0.0002826277,0.0001791786,0.00009426219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00355342,0.0006058941,0.6340541,0.01575265,0.000545714,0.0001156446,0.004224811,0.0001321777,0.30879,0.001027184,0.001649852,0.0295486],"study_design_scores_gemma":[0.008391023,0.00162551,0.6437594,0.004378321,0.001470135,0.00006710621,0.00009255854,0.00970143,0.2275916,0.005973328,0.0960333,0.0009163222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248212,0.001297852,0.06580653,0.003514662,0.0003068812,0.0008015725,0.0000127153,0.0001385285,0.003300085],"genre_scores_gemma":[0.9975684,0.0001950943,0.00136943,0.000299511,0.0002571377,0.00002565438,0.00004054426,0.00002511374,0.0002190898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09438344,"threshold_uncertainty_score":0.6087659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348645936933044,"score_gpt":0.3106954732904899,"score_spread":0.2672090139211595,"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."}}