{"id":"W3044781778","doi":"10.1093/cid/ciaa1063","title":"Infectious Diseases Society of America Guidelines on Infection Prevention for Healthcare Personnel Caring for Patients With Suspected or Known COVID-19 (July 2020)","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Vancouver General Hospital; Sinai Health System; McMaster University; University of Toronto","funders":"Infectious Diseases Society of America","keywords":"Medicine; Guideline; Health care; Infection control; Psychological intervention; Pandemic; Checklist; Multidisciplinary approach; Public health; MEDLINE; Grading (engineering); Family medicine; Infectious disease (medical specialty); Personal protective equipment; Intensive care medicine; Disease; Coronavirus disease 2019 (COVID-19); Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002023894,0.000377408,0.0009216897,0.000112043,0.0004799789,0.00004719976,0.00006854086,0.0002277812,0.00008744682],"category_scores_gemma":[0.007768591,0.0002935666,0.001094748,0.0005710797,0.0001883476,0.0002047637,0.00004018306,0.0002539262,0.000009615016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281346,"about_ca_system_score_gemma":0.0008298044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001635104,"about_ca_topic_score_gemma":0.0001001848,"domain_scores_codex":[0.9971455,0.0001717861,0.001179489,0.0007584818,0.0003609195,0.0003838531],"domain_scores_gemma":[0.9952478,0.001150568,0.0007856871,0.0002953657,0.001690343,0.0008302593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00633742,0.003002485,0.9507264,0.002119843,0.0006502196,0.000002099945,0.0001693608,0.00125638,0.000008521859,0.00006178597,0.01946344,0.016202],"study_design_scores_gemma":[0.03973052,0.0453548,0.8317345,0.0006601579,0.003638422,0.00001003753,0.0002277084,0.02913506,0.00001774035,0.0006575779,0.0479455,0.000887944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8101521,0.000353759,0.1698527,0.006287457,0.001453377,0.008986129,0.001478918,0.001326737,0.0001088562],"genre_scores_gemma":[0.9879569,0.0002961013,0.0002891379,0.007952072,0.001554382,0.0006820465,0.001073066,0.00007657737,0.0001196873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1778049,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08852167655391474,"score_gpt":0.4171392319521024,"score_spread":0.3286175553981877,"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."}}