{"id":"W3118532408","doi":"10.1089/apb.20.0073","title":"Efficacy Testing of Personal Protective Filters on Biosafety Level 4 Positive Pressure Suits","year":2021,"lang":"en","type":"article","venue":"Applied Biosafety","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Biosafety; Personal protective equipment; Engineering; High pressure; Filter (signal processing); Aeronautics; Coronavirus disease 2019 (COVID-19); Medicine; Electrical engineering","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":[0.000257478,0.0002205006,0.0003811148,0.0001280143,0.0001995178,0.00001792751,0.00008144649,0.0001646312,0.0002206279],"category_scores_gemma":[0.0002851447,0.0001835886,0.0001543071,0.0007579873,0.0001745735,0.0000415184,0.0001216962,0.0005019981,0.0000614429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008796003,"about_ca_system_score_gemma":0.0003015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001382103,"about_ca_topic_score_gemma":0.00001264132,"domain_scores_codex":[0.9982944,0.00006819329,0.0003016253,0.0004879867,0.0004667089,0.0003810709],"domain_scores_gemma":[0.9987201,0.0003350815,0.0001055297,0.0002694996,0.0004064657,0.0001633375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002517403,0.001467958,0.001310933,0.0003220686,0.0007136929,0.0001058704,0.0008992673,0.00007130507,0.9200711,0.007954592,0.0006229953,0.06394283],"study_design_scores_gemma":[0.002776773,0.0006951024,0.5120113,0.0002625305,0.0001261079,0.00008358171,0.000373089,0.0003747983,0.4820082,0.00005296432,0.0010145,0.0002210883],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8218002,0.0003199375,0.002670394,0.01158697,0.000302716,0.004871929,0.001382051,0.0003267316,0.1567391],"genre_scores_gemma":[0.9972698,0.000009524152,0.001199148,0.0002979674,0.0001634613,0.00005284569,0.00009008306,0.0000301322,0.0008870013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5107003,"threshold_uncertainty_score":0.7486526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06594087568189962,"score_gpt":0.3157564696742441,"score_spread":0.2498155939923445,"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."}}