{"id":"W2611623377","doi":"10.1017/ice.2017.68","title":"The Impact of Environmental Design on Doffing Personal Protective Equipment in a Healthcare Environment: A Formative Human Factors Trial","year":2017,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network","funders":"","keywords":"Personal protective equipment; Usability; Health care; Formative assessment; Patient safety; Computer science; Medicine; Psychology; Human–computer interaction; 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":[0.02195427,0.002267088,0.002614622,0.0007343511,0.001823393,0.002721367,0.001845594,0.003037141,0.005555904],"category_scores_gemma":[0.03858287,0.0009257001,0.002527746,0.0005798515,0.001610413,0.001789231,0.001969684,0.002212604,0.0005519894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002968188,"about_ca_system_score_gemma":0.004532376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002124762,"about_ca_topic_score_gemma":0.003032414,"domain_scores_codex":[0.9786759,0.01452844,0.00190184,0.00159106,0.001969021,0.001333796],"domain_scores_gemma":[0.9727405,0.01787756,0.0038021,0.001642047,0.002497163,0.001440537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5068642,0.2800494,0.01160587,0.01482915,0.002612892,0.0003387679,0.008680877,0.004167474,0.00618358,0.001222241,0.002076056,0.1613695],"study_design_scores_gemma":[0.1195203,0.857057,0.01225682,0.0007536251,0.0009774067,0.00003099227,0.001520175,0.001011983,0.002327899,0.0005633722,0.003884379,0.00009602674],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433515,0.001023413,0.002824913,0.0003513779,0.0005196584,0.04919424,0.0004963852,0.00008240125,0.002156084],"genre_scores_gemma":[0.8731251,0.0009659475,0.02014863,0.0006202029,0.0004223556,0.1020742,0.0002061436,0.00003513702,0.002402247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02195427,"threshold_uncertainty_score":0.1161066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06070325763257877,"score_gpt":0.3700080849938668,"score_spread":0.309304827361288,"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."}}