{"id":"W3186086489","doi":"10.1002/smll.202102453","title":"Functionalized Masks: Powerful Materials against COVID‐19 and Future Pandemics","year":2021,"lang":"en","type":"review","venue":"Small","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Nanjing Forestry University","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nanotechnology; Materials science; Virology; Medicine; Outbreak; 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":[0.0002672259,0.0006930501,0.0005603889,0.00121131,0.0001968724,0.000550005,0.0004631988,0.0009989771,0.002392232],"category_scores_gemma":[0.0002631462,0.0002706703,0.0004246933,0.0007229542,0.0002248505,0.0008205089,0.0004479394,0.0008995484,0.001102485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150546,"about_ca_system_score_gemma":0.00041149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004734324,"about_ca_topic_score_gemma":0.000890912,"domain_scores_codex":[0.9998934,0.00001560126,0.000008651445,0.0000156459,0.00004851357,0.00001808504],"domain_scores_gemma":[0.9999427,0.00002417796,0.00001064794,0.000002345731,0.0000142406,0.000006041309],"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":[0.00006958984,0.0001201853,0.0001914899,0.02999421,0.0001053404,0.0004240217,0.0001441503,0.0007582715,0.03578844,0.01345136,0.02571849,0.8932345],"study_design_scores_gemma":[0.000009648104,0.0001275077,0.000546296,0.001851571,0.00006593905,0.0009172602,0.00005317096,0.0001675694,0.007377665,0.001478818,0.9873868,0.00001783334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007478297,0.9960891,0.0003362392,0.0001918496,0.0002500733,0.0000090863,0.00002423106,0.00001455294,0.002337026],"genre_scores_gemma":[0.003923597,0.9936311,0.0004225193,0.0001747742,0.0001187193,0.00001429878,0.00003753589,0.000002577545,0.001674917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002392232,"threshold_uncertainty_score":0.008002818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05642450822544587,"score_gpt":0.3342150830348072,"score_spread":0.2777905748093614,"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."}}