{"id":"W1994408979","doi":"10.1086/656564","title":"Facial Protective Equipment, Personnel, and Pandemics: Impact of the Pandemic (H1N1) 2009 Virus on Personnel and Use of Facial Protective Equipment","year":2010,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Infectious Diseases Centre; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Pandemic; Absenteeism; Personal protective equipment; Emergency medicine; Respirator; Intensive care unit; Health care; Coronavirus disease 2019 (COVID-19); Influenza A virus; Medical emergency; Influenza pandemic; Intensive care medicine; Internal medicine; Virology; Virus; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003276249,0.0001593904,0.00009567093,0.0004319273,0.0003550563,0.0005103482,0.0001872714,0.0002741602,0.002472117],"category_scores_gemma":[0.001811689,0.00009436395,0.0001807782,0.000396901,0.0003440275,0.0003208875,0.0004125365,0.000386149,0.0001289095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368828,"about_ca_system_score_gemma":0.001089953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1216836,"about_ca_topic_score_gemma":0.1965644,"domain_scores_codex":[0.9996707,0.00006478668,0.00002360166,0.00002221012,0.0001106987,0.0001080184],"domain_scores_gemma":[0.9990255,0.0001418713,0.0004398995,0.00001904133,0.0001604662,0.0002132948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007749841,0.00002936936,0.9877201,0.0000426885,0.0000208907,0.0001604568,0.0002078652,0.000153075,0.0001955091,0.0000306176,0.000558721,0.01080323],"study_design_scores_gemma":[0.000001423364,0.00003047555,0.9989443,0.0000352828,0.000004726534,0.0001504717,0.0003480052,0.00007861633,0.00002270563,0.0000125841,0.0003693224,0.000002157695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946452,0.001880627,0.00005263165,0.0007795936,0.0000176513,0.000008543158,0.0003324003,0.000002947002,0.002280306],"genre_scores_gemma":[0.9982115,0.00120462,0.00005983327,0.0001009251,0.00002767242,0.000003049912,0.000186642,0.000001074653,0.0002046828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216836,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131032752327249,"score_gpt":0.3110431559419624,"score_spread":0.2797328284186899,"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."}}