{"id":"W4401332306","doi":"10.1128/spectrum.04097-23","title":"Effect of multifunctional cationic polymer coatings on mitigation of broad microbial pathogens","year":2024,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Interior Health; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Ústav organické chemie a biochemie Akademie věd České republiky; Akademie Věd České Republiky; Ministerstvo Školství, Mládeže a Tělovýchovy; University of Minnesota","keywords":"Bioaerosol; Aerosol; Polymer; Cationic polymerization; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Bacteria; Coronavirus disease 2019 (COVID-19); Microbiology; Biology; Materials science; Chemistry; Infectious disease (medical specialty); Medicine; Composite material","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":[0.0002298862,0.0004909493,0.0001548943,0.0002213978,0.0001299328,0.0002408899,0.0001809166,0.0004159434,0.000858811],"category_scores_gemma":[0.0002858306,0.0001416275,0.0002540738,0.0001199661,0.0001566269,0.0002392763,0.0001773999,0.0003138515,0.0001471361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013856,"about_ca_system_score_gemma":0.0001121976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004516982,"about_ca_topic_score_gemma":0.0005505067,"domain_scores_codex":[0.9998634,0.00001960941,0.00001128651,0.0000333653,0.00003727802,0.00003500884],"domain_scores_gemma":[0.9997718,0.00005696766,0.00006451035,0.00001368711,0.00005691672,0.00003608657],"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":[0.0001084996,0.00004157524,0.00007732385,0.00007146855,0.000005502214,0.00003216652,0.000007303681,0.0001245973,0.9979262,0.00001323129,0.00001945551,0.001572617],"study_design_scores_gemma":[0.000009100339,0.001088171,0.000976905,0.000007692497,0.00001398767,0.00006290423,0.00001154849,0.0005538073,0.9966751,0.000005207666,0.0005911634,0.000004291421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958834,0.001387276,0.001396248,0.00004001845,0.00003714394,0.00004014479,0.00004909926,0.00003226235,0.00113436],"genre_scores_gemma":[0.9942122,0.001003727,0.003590633,0.00006273826,0.000009435835,0.00002157932,0.00008120181,0.00001243546,0.001006008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000858811,"threshold_uncertainty_score":0.002873003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004515525051284629,"score_gpt":0.2448377963541065,"score_spread":0.2403222713028219,"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."}}