{"id":"W2428876437","doi":"10.1017/ice.2016.124","title":"Personal Protective Equipment for Infectious Disease Preparedness: A Human Factors Evaluation","year":2016,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network","funders":"","keywords":"Personal protective equipment; Usability; Preparedness; Health care; Medicine; Patient safety; Medical emergency; Nursing; Infectious disease (medical specialty); Computer science; Disease; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0473836,0.001393696,0.001143988,0.001969103,0.001425185,0.001846413,0.0007853291,0.0008049687,0.002281492],"category_scores_gemma":[0.06816589,0.0004699971,0.002087286,0.001221493,0.0008889621,0.00171955,0.0014711,0.0006834757,0.0002741719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00357534,"about_ca_system_score_gemma":0.004922088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243782,"about_ca_topic_score_gemma":0.003790031,"domain_scores_codex":[0.9633241,0.02522128,0.003994846,0.000774346,0.005604304,0.001081114],"domain_scores_gemma":[0.9244556,0.0481587,0.005878197,0.001861736,0.01727187,0.00237389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01432995,0.02109201,0.08186278,0.01807277,0.001043111,0.0003647365,0.02534707,0.0041249,0.007818132,0.0007900841,0.005787277,0.8193672],"study_design_scores_gemma":[0.007228347,0.3495311,0.502928,0.01197123,0.005571706,0.0008733044,0.0470544,0.01213982,0.02005072,0.0012645,0.04069259,0.0006942672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659604,0.002729662,0.008035281,0.0005548916,0.0001281541,0.01736636,0.0005000661,0.0001247013,0.004600404],"genre_scores_gemma":[0.9293787,0.002694779,0.0501053,0.0003440097,0.00009217328,0.01518965,0.0004064303,0.00004306899,0.001745849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0473836,"threshold_uncertainty_score":0.2505914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06054459031154431,"score_gpt":0.3913131293464215,"score_spread":0.3307685390348772,"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."}}