{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005795248,0.0002204468,0.0004697982,0.0001853039,0.0002235532,0.00004917451,0.0003544505,0.0001126829,0.000002861949],"category_scores_gemma":[0.0001222848,0.0001874579,0.00008879105,0.0008860328,0.001110519,0.00008342652,0.00009044535,0.00008518997,4.141147e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123618,"about_ca_system_score_gemma":0.0003031393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001194021,"about_ca_topic_score_gemma":0.00003307257,"domain_scores_codex":[0.9978969,0.00007403481,0.0005507332,0.0006378518,0.0003348865,0.000505589],"domain_scores_gemma":[0.9987251,0.0001519004,0.0004100976,0.0003679885,0.0002542132,0.00009070982],"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":[0.0005527504,0.00009399423,0.00004258637,0.0001580751,0.00001688272,0.000001231083,0.00007139645,0.000008716206,0.9981686,0.0002472212,0.00000420568,0.0006343753],"study_design_scores_gemma":[0.003313512,0.0004042195,0.0001722469,0.0001648623,0.0000761225,0.00001022166,0.00002663668,0.0008461754,0.9946066,0.0001704873,0.00002732314,0.0001815986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764742,0.0001523238,0.1217532,0.0001839548,0.0001241173,0.001160981,0.000014991,0.00003922456,0.00009699463],"genre_scores_gemma":[0.9883984,0.0000253877,0.01119984,0.0001411435,0.00001404055,0.0001353858,0.000004915463,0.00001549396,0.00006533312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1119243,"threshold_uncertainty_score":0.764431,"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."}}