{"id":"W3207281178","doi":"10.1128/spectrum.00537-21","title":"Robust Evaluation of Ultraviolet-C Sensitivity for SARS-CoV-2 and Surrogate Coronaviruses","year":2021,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; Trojan Technologies (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Government of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Environmental science; Wastewater; Betacoronavirus; Ultraviolet; Coronavirus; Coronavirus Infections; Sensitivity (control systems); Environmental health; Medicine; Virology; Environmental engineering; Outbreak; Materials science; Engineering; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001853847,0.0005769099,0.000401491,0.0006068454,0.0002921353,0.0007484569,0.0003809998,0.0008073613,0.0005375822],"category_scores_gemma":[0.002291822,0.000218439,0.0005334138,0.0005372495,0.0003924005,0.0003161188,0.0005113664,0.000551759,0.0002071672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00043157,"about_ca_system_score_gemma":0.0003662024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008787806,"about_ca_topic_score_gemma":0.0008941623,"domain_scores_codex":[0.9978045,0.0004772194,0.0001707004,0.0004148776,0.0009826941,0.0001499628],"domain_scores_gemma":[0.9987369,0.0002686922,0.0002569601,0.0001624642,0.0005194055,0.00005551824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003252006,0.0001455877,0.004249486,0.0001441306,0.00003226389,0.0000359,0.00009696005,0.001325154,0.988156,0.0001191955,0.00009101659,0.005279161],"study_design_scores_gemma":[0.000007518664,0.001428498,0.01028543,0.00002339683,0.00003633859,0.0001261924,0.00007637811,0.004901347,0.9820737,0.00007516424,0.0009453006,0.00002093229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678656,0.002105377,0.02676627,0.00004865907,0.00006557917,0.0002966092,0.0009834513,0.0001475111,0.001721031],"genre_scores_gemma":[0.9671199,0.001444944,0.0285373,0.00007597093,0.00002088079,0.0003422538,0.00140627,0.00003545211,0.001017089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001853847,"threshold_uncertainty_score":0.009804249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07509889934136299,"score_gpt":0.3242515147015801,"score_spread":0.2491526153602172,"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."}}