{"id":"W3165356238","doi":"10.1016/j.ajic.2021.10.021","title":"Evaluation of virucidal activity of residual quaternary ammonium-treated surfaces on SARS-CoV-2","year":2021,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Antimicrobial; Disinfectant; Ammonium; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Microbiology; Inoculation; Transmission (telecommunications); Virology; Coronavirus disease 2019 (COVID-19); Contamination; Biology; Infectious disease (medical specialty); Chemistry; Immunology; Disease; Ecology","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":[0.0002933147,0.0003901921,0.0002758069,0.0001464867,0.0002082676,0.0002928751,0.0003801216,0.0003720011,0.001464393],"category_scores_gemma":[0.0004182601,0.0001298685,0.0003982251,0.0001695897,0.0001923085,0.0001993703,0.0001477504,0.0003070336,0.0002533307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434493,"about_ca_system_score_gemma":0.000277096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048698,"about_ca_topic_score_gemma":0.002231723,"domain_scores_codex":[0.9996916,0.00006062648,0.00001961938,0.00004063948,0.00009839185,0.00008906359],"domain_scores_gemma":[0.9998199,0.00004971587,0.0000233418,0.00001666563,0.00007517068,0.00001518489],"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":[0.0001504378,0.00004015845,0.0001566694,0.0000389134,0.000008147246,0.00001436452,0.00002175162,0.0001012753,0.9986203,0.00002012095,0.00001530226,0.0008125928],"study_design_scores_gemma":[0.00001016723,0.001057037,0.002273428,0.00000397203,0.00001883861,0.00003237757,0.00004662325,0.001028663,0.9951352,0.000007102227,0.0003811397,0.000005389375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976625,0.0007306237,0.0007678355,0.00002011676,0.00002762641,0.00002206278,0.00009796991,0.00001123791,0.0006600522],"genre_scores_gemma":[0.995113,0.0004633297,0.001592472,0.00002510196,0.000009229247,0.00001826393,0.0003180515,0.00001004115,0.002450649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003048698,"threshold_uncertainty_score":0.006061912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327526716948921,"score_gpt":0.3364957558437777,"score_spread":0.3032204886742885,"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."}}