{"id":"W4405997977","doi":"10.1002/adfm.202421228","title":"Type‐Transformational BioHJzyme Enabled by Composition Modulation‐Mediated Energy Band Engineering for Diabetic Infectious Wound Healing","year":2025,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Natural Science Foundation of Sichuan Province; Chengdu Science and Technology Bureau; Fundamental Research Funds for the Central Universities; Sichuan University; Queen's University; National Natural Science Foundation of China; Fundamental Research Funds for Central Universities of the Central South University; China Postdoctoral Science Foundation; Queen's University Belfast","keywords":"Materials science; Modulation (music); Transformational leadership; Wound healing; Self-healing; Optoelectronics; Medicine; Immunology; Acoustics; Management; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001040069,0.0001960045,0.0002375795,0.0001856486,0.000164121,0.00007607954,0.00006321659,0.0001133999,0.0001155038],"category_scores_gemma":[0.00001944863,0.0002184021,0.0000455696,0.0003084473,0.00001717108,0.000275654,0.000008140379,0.00003798315,0.00001406154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048268,"about_ca_system_score_gemma":0.00002588676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009456691,"about_ca_topic_score_gemma":0.000001799952,"domain_scores_codex":[0.9990233,0.00001549185,0.0004197201,0.0001905427,0.0001069798,0.0002439874],"domain_scores_gemma":[0.9994881,0.0001555612,0.00005025736,0.0001275755,0.0001294275,0.00004909839],"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":[0.00005237988,0.00002296351,0.00001760323,0.0001155161,0.00006664373,7.270114e-8,0.00000789679,0.09256475,0.9009783,0.005245487,0.0007583867,0.0001700498],"study_design_scores_gemma":[0.00123465,0.00004155266,0.001483232,0.00006297189,0.000042079,0.000002849229,0.000004286196,0.01337633,0.970273,0.003831089,0.009348461,0.0002994857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7077954,0.0002046519,0.2887632,0.00007965162,0.001781326,0.0003822806,0.00042491,0.0004220372,0.0001465611],"genre_scores_gemma":[0.9948817,0.00008706299,0.0009914903,0.0001179263,0.000128797,0.0005597195,0.003146821,0.00003409623,0.00005241284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2877717,"threshold_uncertainty_score":0.8906181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004023016864025809,"score_gpt":0.1893187769107081,"score_spread":0.1852957600466823,"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."}}