{"id":"W4412534794","doi":"10.1016/j.mtbio.2025.102114","title":"Conductive polymers in smart wound healing: From bioelectric stimulation to regenerative therapies","year":2025,"lang":"en","type":"review","venue":"Materials Today Bio","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Wound healing; Stimulation; Regenerative medicine; Medicine; Regeneration (biology); Neuroscience; Biomedical engineering; Psychology; Surgery; Biology; Stem cell; Cell biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007590429,0.0006695171,0.00204187,0.0007382801,0.0001933588,0.0002864858,0.0007639055,0.0006299213,0.002422952],"category_scores_gemma":[0.0001233474,0.0005484689,0.0001616659,0.001757814,0.0001965963,0.0001299396,0.0002147471,0.0002147514,0.0004817788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000638935,"about_ca_system_score_gemma":0.0007376965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166693,"about_ca_topic_score_gemma":0.0001043341,"domain_scores_codex":[0.9956608,0.000727088,0.001322205,0.001210946,0.0004055208,0.0006733686],"domain_scores_gemma":[0.9978449,0.0006208866,0.0005259677,0.0007408925,0.0001039007,0.000163423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001187206,0.0002894821,0.000005031094,0.003182596,0.0001983639,0.00001321359,0.0008140171,0.000002388217,0.6779464,0.002598855,0.002836714,0.3119942],"study_design_scores_gemma":[0.0004498163,0.0002173419,0.00002149302,0.005955365,0.0003510921,0.000004593747,0.00003636528,0.000001532594,0.2511857,0.002251999,0.7384072,0.001117549],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003797587,0.987895,0.0008047797,0.0004648057,0.001842195,0.003097644,0.001642522,0.0001844454,0.0002710238],"genre_scores_gemma":[0.0004248502,0.9844221,0.009048179,0.0004427042,0.0005095821,0.001747147,0.001766946,0.00009492118,0.001543543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7355705,"threshold_uncertainty_score":0.9996967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258655704181902,"score_gpt":0.3335135946953133,"score_spread":0.3009270376534943,"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."}}