{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002511423,0.0001640372,0.0001916268,0.00006557907,0.0003416138,0.0002127874,0.00007910357,0.00005972713,0.0001079435],"category_scores_gemma":[0.00003164577,0.0001200084,0.00002919102,0.0002031457,0.0001106332,0.0002515381,0.00002956021,0.00004400465,0.00008114104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005086535,"about_ca_system_score_gemma":0.00009774984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003520067,"about_ca_topic_score_gemma":0.00003956963,"domain_scores_codex":[0.998812,0.00004088948,0.0003174694,0.0004754483,0.0001255018,0.0002287104],"domain_scores_gemma":[0.9993601,0.00009299976,0.00007468706,0.0002045732,0.0001980784,0.00006950909],"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":[0.000163213,0.0000316298,0.00001164202,0.0001923502,0.00001024599,5.302774e-7,0.00004494471,0.00004012012,0.9897007,0.003465849,0.0001168374,0.006221894],"study_design_scores_gemma":[0.0001830798,0.00009704218,0.0001503363,0.0001121327,0.00003285865,0.0000376777,0.00009305424,0.00004804487,0.9745584,0.001299237,0.0232167,0.0001714144],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9100951,0.0006468444,0.08520124,0.001193955,0.0004641752,0.001288839,0.0007696654,0.0003155264,0.00002466943],"genre_scores_gemma":[0.9912724,0.0000836036,0.005834489,0.0001331348,0.0001934385,0.002119657,0.00008140149,0.00003521606,0.0002466611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08117732,"threshold_uncertainty_score":0.4893801,"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."}}