{"id":"W4414078238","doi":"10.1002/mabi.202500352","title":"Luminescent Electro‐Spun Nanofibers Crosslinked with Boronic Esters Exhibiting Controlled Release of Carbon Dots for Detection of Wound pHs and Enhanced Antimicrobial","year":2025,"lang":"en","type":"article","venue":"Macromolecular Bioscience","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Antimicrobial; Electrospinning; Nanofiber; Boronic acid; Wound healing; Hydrogen peroxide; Controlled release; Wound dressing","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":[0.0001801932,0.0003305741,0.0001148873,0.0002161884,0.00009879078,0.000144673,0.0001617459,0.0003379079,0.0007200214],"category_scores_gemma":[0.0001367039,0.0001323617,0.0001303511,0.0001015242,0.0001733698,0.0003142575,0.0001271753,0.0002096875,0.0001779188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617657,"about_ca_system_score_gemma":0.0001047887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003766851,"about_ca_topic_score_gemma":0.0007070899,"domain_scores_codex":[0.9999286,0.000008294454,0.000005764434,0.00002239449,0.0000227105,0.00001220924],"domain_scores_gemma":[0.9999132,0.00001894365,0.00003141161,0.000006420701,0.00001420764,0.00001575864],"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":[0.0000147142,0.000005984044,0.00001498749,0.00001753417,0.000001001282,0.0000134396,0.00000426495,0.00005460943,0.9992517,0.0000370437,0.00001331092,0.0005715038],"study_design_scores_gemma":[0.000004193678,0.00004441346,0.0002656601,0.000001968043,0.00000210793,0.00002971315,0.000003500562,0.0007673654,0.9985142,0.0000107912,0.0003534947,0.000002499614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817963,0.001327268,0.01477086,0.00009911984,0.00004708118,0.00003754423,0.0001212986,0.0001538214,0.001646706],"genre_scores_gemma":[0.9855466,0.0006320874,0.01112789,0.00007189305,0.00001285632,0.000037589,0.00008280538,0.0000211033,0.002467209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007200214,"threshold_uncertainty_score":0.002408743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002891527277187555,"score_gpt":0.2283244024480374,"score_spread":0.2254328751708499,"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."}}