{"id":"W3165011493","doi":"10.1101/2021.05.31.21257841","title":"Aerosol SARS-CoV-2 in hospitals and long-term care homes during the COVID-19 pandemic","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Children's Hospital of Eastern Ontario; Ottawa Hospital; Health Canada; University of Manitoba; Public Health Agency of Canada; University of Ottawa","funders":"Health Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Aerosol; Coronavirus disease 2019 (COVID-19); Airborne transmission; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Veterinary medicine; Medicine; Pandemic; Environmental science; Aerosolization; Virology; Meteorology; Inhalation; Geography; Infectious disease (medical specialty); Internal medicine; Anesthesia","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":[0.0002947852,0.0002222532,0.0004297247,0.0001366754,0.0001115493,0.00007941244,0.00009240443,0.0002576456,0.00004774898],"category_scores_gemma":[0.000274753,0.0001656799,0.0001451217,0.0001175371,0.00007259823,0.00005257966,0.0002313435,0.000621851,0.000006052147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002377731,"about_ca_system_score_gemma":0.0002019214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001830114,"about_ca_topic_score_gemma":0.0009691681,"domain_scores_codex":[0.9986805,0.0001197559,0.0003323079,0.0004392579,0.0002145353,0.0002136641],"domain_scores_gemma":[0.9991848,0.0000777816,0.0001494004,0.0004169444,0.00009818146,0.00007292626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005459712,0.00002402775,0.986884,0.001384691,0.00005956053,0.0001372767,0.00167681,0.00003120769,0.00919063,0.000002742497,0.00001258465,0.000541863],"study_design_scores_gemma":[0.001434439,0.00003125782,0.993968,0.0003691106,0.0001002216,0.0001376477,0.0002069958,0.00006492497,0.003416302,0.00001222455,0.00009027729,0.0001685707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923129,0.004989214,0.0004322418,0.0007108857,0.0005738716,0.0007615554,0.000009786163,0.00008559693,0.00012396],"genre_scores_gemma":[0.9977835,0.0008893125,0.00001098264,0.0006591461,0.0002686984,0.000112486,0.00009208054,0.00002535234,0.0001584045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00708402,"threshold_uncertainty_score":0.6756229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999068046708162,"score_gpt":0.3222181063744578,"score_spread":0.2922274259073762,"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."}}