{"id":"W3208069677","doi":"10.3390/v13112205","title":"Establishing Healthcare Worker Performance and Safety in Providing Critical Care for Patients in a Simulated Ebola Treatment Unit: Non-Randomized Pilot Study","year":2021,"lang":"en","type":"article","venue":"Viruses","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Toronto; Island Health; Western University; Université de Sherbrooke; Sunnybrook Health Science Centre; St. Michael's Hospital; University of British Columbia; Health Sciences Centre; Canadian Armed Forces; CARE Canada; Defence Research and Development Canada","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Patient safety; Personal protective equipment; Health care; Emergency medicine; Medical emergency; Nursing; Coronavirus disease 2019 (COVID-19); Internal medicine","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":[0.01007077,0.001934027,0.0024076,0.0007932025,0.001587497,0.001395453,0.002351905,0.002817912,0.008101263],"category_scores_gemma":[0.01238504,0.00128761,0.002386303,0.0006533082,0.002481987,0.001923675,0.001412929,0.002873929,0.001424914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909112,"about_ca_system_score_gemma":0.003982611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002400396,"about_ca_topic_score_gemma":0.003471956,"domain_scores_codex":[0.9886826,0.007833296,0.0007404984,0.0009903533,0.0008413672,0.0009118351],"domain_scores_gemma":[0.9848492,0.006872273,0.002247446,0.001836978,0.001653313,0.002540734],"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":[0.6491846,0.3335716,0.003564483,0.0005942114,0.0006089112,0.00006027744,0.0004816956,0.000527854,0.001687839,0.00007790437,0.0002859246,0.009354741],"study_design_scores_gemma":[0.1444406,0.8498152,0.004193835,0.00003082773,0.0001566407,0.00001133271,0.0001772023,0.0004820371,0.0003764287,0.00007521221,0.0002218466,0.00001885229],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800553,0.0001421498,0.0006193484,0.0001267513,0.000170524,0.01812777,0.0002218453,0.00003957263,0.0004966102],"genre_scores_gemma":[0.9487293,0.0002700166,0.004721432,0.0004037137,0.0003001863,0.04406254,0.0003339791,0.0000136468,0.001165154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01007077,"threshold_uncertainty_score":0.05325997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08110118087309476,"score_gpt":0.4004799218121981,"score_spread":0.3193787409391033,"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."}}