{"id":"W3150115359","doi":"10.1016/j.infpip.2021.100139","title":"Health Science Students as PPE Coaches in the Emergency Department – a Pandemic Pilot Project","year":2021,"lang":"en","type":"article","venue":"Infection Prevention in Practice","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"College of Education, University of Saskatchewan","keywords":"Checklist; Emergency department; Coronavirus disease 2019 (COVID-19); Pandemic; Medical education; Personal protective equipment; Medicine; Medical emergency; Psychology; Nursing; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013899,0.001112666,0.0006849288,0.00106878,0.004706453,0.001543283,0.002233064,0.002477577,0.003936176],"category_scores_gemma":[0.01250355,0.00117468,0.0008460557,0.0004619197,0.001858004,0.001496779,0.004864104,0.003691737,0.0009212575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575025,"about_ca_system_score_gemma":0.01083168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0033874,"about_ca_topic_score_gemma":0.007056769,"domain_scores_codex":[0.992232,0.00426461,0.000289574,0.0004529984,0.0007005449,0.002060313],"domain_scores_gemma":[0.9775818,0.003945556,0.0009963571,0.001881537,0.003856664,0.01173807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.01261086,0.4695911,0.1465182,0.002130936,0.0002702662,0.002634886,0.06806871,0.004079699,0.02398161,0.0006610376,0.005386516,0.2640661],"study_design_scores_gemma":[0.01250712,0.5621361,0.2817372,0.000775788,0.0002823848,0.001311285,0.09983748,0.005324997,0.01487271,0.001050706,0.01986575,0.000298451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931697,0.00002103827,0.0006767775,0.0002479425,0.00003435557,0.004860596,0.00006356551,0.00003134901,0.0008946675],"genre_scores_gemma":[0.9672874,0.0001626465,0.0164052,0.0007228211,0.00009753322,0.01315474,0.0003038143,0.00001920633,0.001846634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013899,"threshold_uncertainty_score":0.07350582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1728075281406514,"score_gpt":0.5709386946928348,"score_spread":0.3981311665521834,"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."}}