{"id":"W4415650235","doi":"10.1002/adfm.202520327","title":"Closed‐Loop Responsive Smart Bandages for Dynamic Monitoring and Self‐Regulated Antibacterial Therapy in Wound Healing","year":2025,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Government of Jiangsu Province; Natural Sciences and Engineering Research Council of Canada; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China; Alexander von Humboldt-Stiftung","keywords":"Bandage; Wound healing; Antibacterial activity; Bacterial cellulose; Combination therapy; Chitosan","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":[0.000195982,0.000233982,0.0001617943,0.0001545806,0.0000883843,0.0002861022,0.0002439631,0.0003899433,0.0008849377],"category_scores_gemma":[0.0001779479,0.0001350468,0.0001220335,0.00008377167,0.0002491667,0.0003842267,0.0002332906,0.0002901276,0.000243196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993834,"about_ca_system_score_gemma":0.00009835399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001493329,"about_ca_topic_score_gemma":0.0002012805,"domain_scores_codex":[0.9998717,0.00002327973,0.000007253511,0.00004125973,0.00003762223,0.00001883599],"domain_scores_gemma":[0.9998987,0.00003195209,0.00003481888,0.00000926246,0.00001304048,0.00001235263],"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":[0.00004939065,0.00001944271,0.00006301174,0.00003574619,0.000002825121,0.00001694358,0.00001033586,0.0002666122,0.9949746,0.000246033,0.00009063285,0.004224435],"study_design_scores_gemma":[0.00001198625,0.0001754895,0.0004007202,0.000005692208,0.00000584383,0.0000577991,0.0000112968,0.009323962,0.9875168,0.0001148655,0.002367132,0.000008314134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706646,0.004610753,0.1205376,0.0002549287,0.0001728359,0.00009839807,0.0001416759,0.0007211714,0.002797963],"genre_scores_gemma":[0.9743757,0.0006304567,0.02279237,0.0001034222,0.00001775435,0.00005463885,0.00003971723,0.0000184224,0.001967501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008849377,"threshold_uncertainty_score":0.002960443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730612321377136,"score_gpt":0.3196566595393743,"score_spread":0.302350536325603,"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."}}