{"id":"W3048679438","doi":"10.1017/ice.2020.415","title":"Healthcare worker perception of a global outbreak of novel coronavirus (COVID-19) and personal protective equipment: Survey of a pediatric tertiary-care hospital","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Personal protective equipment; Medicine; Health care; Pandemic; Infection control; Coronavirus disease 2019 (COVID-19); Family medicine; Medical emergency; Intensive care unit; Outbreak; Nursing; Disease; Infectious disease (medical specialty); Intensive care medicine","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":[0.0005931734,0.0001671692,0.0001558872,0.0003163313,0.000326075,0.0004747398,0.0002568514,0.0003119124,0.001587731],"category_scores_gemma":[0.001714888,0.0001972204,0.0001805886,0.000481987,0.0003204134,0.0003522718,0.0004929916,0.0003516008,0.0001730199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008318171,"about_ca_system_score_gemma":0.0009899394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03301024,"about_ca_topic_score_gemma":0.04014504,"domain_scores_codex":[0.9994833,0.0001331805,0.00004773265,0.00005689096,0.0001399391,0.0001387597],"domain_scores_gemma":[0.9986749,0.0001698647,0.0006071811,0.00003409658,0.0001903302,0.0003236885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001628733,0.00002333103,0.9973302,0.00001269214,0.000008033632,0.00008188625,0.001305306,0.00001600584,0.0002606311,0.000004112227,0.0001233893,0.0008180516],"study_design_scores_gemma":[0.000001973161,0.00007764871,0.9953344,0.000009244463,0.000002583683,0.0001046926,0.004212682,0.00004040878,0.00004492172,0.000001711437,0.0001678548,0.000001791378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999634,0.00003491313,0.00002433794,0.00006305688,0.000001750413,0.000005764604,0.00008480231,0.0000010075,0.0001502361],"genre_scores_gemma":[0.9996456,0.00006542699,0.00004015144,0.00007242827,0.000003664206,0.000006799585,0.00008404318,5.473494e-7,0.00008144447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03301024,"threshold_uncertainty_score":0.06563622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06212031227453126,"score_gpt":0.3554448736055033,"score_spread":0.2933245613309721,"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."}}