{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004475504,0.0006326637,0.000643048,0.0009558184,0.0002045428,0.0009905042,0.0004812193,0.001099936,0.002140314],"category_scores_gemma":[0.0003373001,0.0003496374,0.0004094634,0.001071397,0.0004977996,0.001528864,0.0007472048,0.001483295,0.001121791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004172696,"about_ca_system_score_gemma":0.0002774325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000200076,"about_ca_topic_score_gemma":0.0003526309,"domain_scores_codex":[0.9998056,0.00003951331,0.0000189401,0.00004703912,0.00006169728,0.00002713401],"domain_scores_gemma":[0.9998633,0.00007341075,0.00002013833,0.000006081083,0.00002366116,0.00001335774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000171993,0.000256712,0.0003335204,0.01902153,0.00009716863,0.001105197,0.0005035879,0.00278948,0.1347095,0.05113002,0.02255805,0.7673233],"study_design_scores_gemma":[0.00002707369,0.000634058,0.0009093343,0.002381738,0.0000717861,0.001629301,0.0001660076,0.001588907,0.04796755,0.01112488,0.9334252,0.00007429595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003073604,0.9868551,0.003062344,0.0008288362,0.0005774614,0.00001785515,0.00002431263,0.00003873882,0.005521677],"genre_scores_gemma":[0.01987234,0.9719286,0.002662236,0.0005616216,0.0006172473,0.00003285369,0.000034867,0.00001437809,0.004275821],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002140314,"threshold_uncertainty_score":0.007160068,"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."}}