{"id":"W4413047953","doi":"10.1016/j.cej.2025.166917","title":"Self-charging, antibacterial, and biodegradable functional materials prepared by electrospinning: for masks, wound dressings, and vascular grafts","year":2025,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Basic and Applied Basic Research Foundation of Guangdong Province","keywords":"Electrospinning; Wound dressing; Vascular graft; Materials science; Biomedical engineering; Composite material; Medicine; Polymer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001809948,0.0003429936,0.0001190596,0.000280653,0.0001597676,0.0002599729,0.0002096009,0.0003911965,0.0009444504],"category_scores_gemma":[0.0002251538,0.0001538054,0.000197804,0.0001032556,0.0002106136,0.0003885672,0.0001888556,0.0002608421,0.000166834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623242,"about_ca_system_score_gemma":0.0001340491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001852454,"about_ca_topic_score_gemma":0.0005087841,"domain_scores_codex":[0.9998932,0.000009262428,0.000007925431,0.00002329685,0.00004286687,0.00002352002],"domain_scores_gemma":[0.9998827,0.00002637118,0.00003269813,0.00001242013,0.00002187505,0.0000239618],"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":[0.00002350076,0.000008655255,0.00002590279,0.00001822683,0.000001396693,0.00002205066,0.000008317124,0.00002963386,0.9987306,0.0001054652,0.00002247893,0.001003791],"study_design_scores_gemma":[0.000003540554,0.00005063971,0.0004462823,0.000001344316,0.000003126921,0.00006194929,0.000005687099,0.0003934414,0.9985213,0.00002173094,0.0004883817,0.000002586957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865433,0.001879951,0.008497266,0.0001233384,0.00009283212,0.000028283,0.00007552224,0.0001188273,0.002640738],"genre_scores_gemma":[0.9897239,0.0005020363,0.006209312,0.00006488588,0.00003552507,0.0000224156,0.00008184263,0.00004064685,0.003319422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009444504,"threshold_uncertainty_score":0.003159463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004057872446478243,"score_gpt":0.2103171210543714,"score_spread":0.2062592486078932,"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."}}