{"id":"W4401117373","doi":"10.1002/adfm.202403157","title":"Smart Fabrics with Integrated Pathogen Detection, Repellency, and Antimicrobial Properties for Healthcare Applications","year":2024,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McMaster University","keywords":"Materials science; Antimicrobial; Nanotechnology; Pathogen; Microbiology; Biology","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":[0.0001842659,0.00040931,0.0001599087,0.0002910269,0.0001045233,0.0002900776,0.0001472341,0.0004881947,0.0009371298],"category_scores_gemma":[0.0001418067,0.0001523556,0.0002592349,0.0001326959,0.000177451,0.0003064452,0.0002871844,0.0002542616,0.0002967414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171853,"about_ca_system_score_gemma":0.00009795938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133469,"about_ca_topic_score_gemma":0.000218444,"domain_scores_codex":[0.9998888,0.00001653667,0.000008575576,0.00002447693,0.0000358899,0.00002569592],"domain_scores_gemma":[0.9999083,0.00001250534,0.0000354152,0.00001055309,0.00001659459,0.00001659936],"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":[0.00005659161,0.00002529143,0.0003744437,0.0000867113,0.000009608657,0.00005763782,0.000008944867,0.0002671515,0.9917657,0.0002894326,0.0001377198,0.006920745],"study_design_scores_gemma":[0.00001193423,0.0002938914,0.001812471,0.00001060937,0.00001658841,0.000258351,0.00001630174,0.003367308,0.9897579,0.0001054829,0.004339104,0.00001010649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658048,0.004453586,0.02401245,0.0003582349,0.0001549593,0.00004831103,0.0002607026,0.0003814318,0.004525582],"genre_scores_gemma":[0.9853747,0.0008090175,0.0120645,0.0001054313,0.00002734885,0.00001934313,0.00009582985,0.00001909442,0.00148479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009371298,"threshold_uncertainty_score":0.003135026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790510854580617,"score_gpt":0.2297700749943235,"score_spread":0.2118649664485174,"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."}}