{"id":"W2171178170","doi":"10.1183/09031936.00052208","title":"Noninvasive ventilation and the potential risk of transmission of infection","year":2008,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Intensive care medicine; Acute respiratory failure; Positive pressure ventilation; Intubation; Mechanical ventilation; Respiratory failure; Aspergillosis; Ventilation (architecture); Noninvasive ventilation; Airborne transmission; Coronavirus disease 2019 (COVID-19); Anesthesia; Pathology; Infectious disease (medical specialty); Immunology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002328605,0.000935094,0.001722994,0.0006252552,0.001061443,0.001735348,0.001630352,0.02321433,0.003405733],"category_scores_gemma":[0.02292843,0.0005648249,0.0007181543,0.0005661532,0.001614093,0.002800956,0.0006119763,0.01945391,0.003539127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267483,"about_ca_system_score_gemma":0.0007504673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000537121,"about_ca_topic_score_gemma":0.001062212,"domain_scores_codex":[0.9978914,0.0008889638,0.000291424,0.0002319472,0.0005217495,0.0001745782],"domain_scores_gemma":[0.9925969,0.004443869,0.0006522008,0.0002063382,0.00134493,0.0007557578],"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":[0.0001611196,0.0001249133,0.002649423,0.0003114273,0.0000503788,0.02451367,0.0001903288,0.0001392759,0.0003285158,0.001812777,0.939697,0.03002118],"study_design_scores_gemma":[0.0002789438,0.0003811001,0.008161508,0.001100309,0.0001358289,0.07385455,0.0006144845,0.001868002,0.0005367601,0.008145486,0.9047797,0.0001433871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002956031,0.01149904,0.0004052531,0.8791361,0.09979579,0.00002773821,0.00005397101,0.0000589133,0.006067175],"genre_scores_gemma":[0.02063016,0.007938802,0.0005708308,0.5421505,0.4225324,0.00004652647,0.00004399177,0.00002828035,0.006058352],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02321433,"threshold_uncertainty_score":0.01231498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809793521821816,"score_gpt":0.2380730041257351,"score_spread":0.219975068907517,"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."}}