{"id":"W3014811793","doi":"10.1213/ane.0000000000004853","title":"Oral and Nasal Decontamination for COVID-19 Patients: More Harm Than Good?","year":2020,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Intensive care medicine; Infection control; Chlorhexidine; Pandemic; Nasal cannula; Harm; Transmission (telecommunications); Risk of infection; Hygiene; Coronavirus disease 2019 (COVID-19); Medical emergency; Disease; Surgery; Dentistry; Internal medicine; Cannula; Pathology; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001646132,0.0003596388,0.0005962371,0.0002384856,0.0002024531,0.00007075415,0.00008785322,0.000527147,0.00009285831],"category_scores_gemma":[0.0001608801,0.0003296881,0.0002590086,0.0001666546,0.00007539508,0.0001425931,0.00001363684,0.0005248242,0.00002821814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783546,"about_ca_system_score_gemma":0.0002008459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001062117,"about_ca_topic_score_gemma":0.00001430365,"domain_scores_codex":[0.9982886,0.00008457272,0.0004039261,0.0005399287,0.0003616592,0.0003212859],"domain_scores_gemma":[0.9988678,0.0001427392,0.0002972776,0.0002246499,0.0002535926,0.0002139288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004268689,0.00008856813,0.08865183,0.0008414175,0.0002101002,0.0005603567,0.0002809979,0.000001598059,0.00001060784,0.0002167612,0.9045262,0.004184733],"study_design_scores_gemma":[0.003171333,0.0007392,0.123632,0.00006620185,0.0006512178,0.0002072975,0.0000326364,0.001246355,0.00001792494,0.0001693338,0.8697343,0.0003322004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01940838,0.0001689698,0.006328216,0.9716549,0.0001511122,0.001850801,0.00002938671,0.0001999717,0.00020828],"genre_scores_gemma":[0.1649641,0.00003622581,0.0002731495,0.8268127,0.001761867,0.0001911316,0.003840462,0.00008829954,0.00203207],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1455557,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327106903625772,"score_gpt":0.2923386451384735,"score_spread":0.2690675761022158,"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."}}