{"id":"W3194073420","doi":"10.1016/j.nantod.2021.101267","title":"Antiviral nanoparticles for sanitizing surfaces: A roadmap to self-sterilizing against COVID-19","year":2021,"lang":"en","type":"review","venue":"Nano Today","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nicoya Lifesciences (Canada); McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Sigma Xia","keywords":"Nanotechnology; Nanoparticle; Coronavirus disease 2019 (COVID-19); Coating; Surface modification; Materials science; Chemistry; Medicine; Infectious disease (medical specialty)","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":[0.0006922972,0.000792655,0.0009076349,0.001171938,0.0002070525,0.0009868564,0.0006459791,0.001307445,0.004874603],"category_scores_gemma":[0.0006109759,0.0002586823,0.0006483893,0.0006934839,0.000322234,0.001198753,0.0006098863,0.002080753,0.001713068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005854972,"about_ca_system_score_gemma":0.001248766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097499,"about_ca_topic_score_gemma":0.002442974,"domain_scores_codex":[0.9998214,0.00003423068,0.00001363401,0.00002965121,0.00006876016,0.00003247346],"domain_scores_gemma":[0.9997653,0.0001099121,0.00003155817,0.000007616813,0.0000638441,0.00002171223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007339629,0.0001230224,0.00009843468,0.01229639,0.00007706579,0.0001077689,0.00004357952,0.0004208673,0.006708132,0.008270027,0.02881485,0.9429666],"study_design_scores_gemma":[0.00002689627,0.0002270097,0.0003183475,0.00288901,0.00009519836,0.0003223004,0.00004530773,0.0002520227,0.002331513,0.002071657,0.991403,0.00001766971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002349038,0.9968514,0.0004387434,0.0005077625,0.0003915095,0.000009292494,0.00002796179,0.00001678097,0.001521759],"genre_scores_gemma":[0.002114319,0.9953226,0.0005183208,0.0003875086,0.000171362,0.00001279072,0.00005303215,0.000003579255,0.001416422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004874603,"threshold_uncertainty_score":0.01630723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08142622806750427,"score_gpt":0.3837658196213032,"score_spread":0.302339591553799,"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."}}