{"id":"W4291017758","doi":"10.1186/s13756-022-01133-8","title":"Risk of transmission of respiratory viruses during aerosol-generating medical procedures (AGMPs) revisited in the COVID-19 pandemic: a systematic review","year":2022,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Workplace Health, Safety and Compensation Commission; University of Alberta Hospital; University of Alberta; University of Calgary; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medical microbiology; Medicine; Transmission (telecommunications); Betacoronavirus; Sars virus; Intensive care medicine; Pathology; Computer science; Infectious disease (medical specialty); Outbreak; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003800514,0.0003538264,0.00280776,0.000352006,0.000293849,0.00002206886,0.0001403584,0.0002965786,0.0001431565],"category_scores_gemma":[0.006004703,0.0002314908,0.0006461653,0.0007547393,0.0001062119,0.00009206157,0.00002516229,0.0007141704,0.000001222945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001709295,"about_ca_system_score_gemma":0.000929166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001043097,"about_ca_topic_score_gemma":0.0002489257,"domain_scores_codex":[0.9946461,0.002014748,0.002150009,0.0004087423,0.0005595773,0.0002207923],"domain_scores_gemma":[0.9964963,0.001019681,0.001859,0.0003651459,0.000142651,0.0001172336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002307756,0.0001446371,0.001417478,0.9905101,0.0002987019,0.00001554952,0.00008609452,0.000005940456,0.0002135824,0.00002308813,0.0003050849,0.006748978],"study_design_scores_gemma":[0.004185657,0.0002812764,0.0001267386,0.6572672,0.008505241,0.0004422971,0.00001595112,0.000050316,0.00002313712,0.000003951167,0.3286991,0.0003992292],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005861251,0.9933466,0.001182149,0.00007002955,0.00008116329,0.004554059,0.0000635501,0.00004039555,0.00007590232],"genre_scores_gemma":[0.006059735,0.9903796,0.00001019661,0.002884757,0.000121574,0.0004413907,0.00003227617,0.0000310362,0.0000394738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3332429,"threshold_uncertainty_score":0.9439923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0408344007103798,"score_gpt":0.3425810180242011,"score_spread":0.3017466173138213,"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."}}