{"id":"W4415899788","doi":"10.1016/j.jobab.2025.10.004","title":"Skin repairing procedure inspired polypyrrole/bacterial cellulose/platelet rich plasma composite hydrogel as diabetes wound dressing","year":2025,"lang":"en","type":"article","venue":"Journal of Bioresources and Bioproducts","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Hubei Province; Huazhong University of Science and Technology; National Natural Science Foundation of China","keywords":"Wound healing; Self-healing hydrogels; Chronic wound; Fibroblast; Basic fibroblast growth factor; Debridement (dental); Inflammation; Polypyrrole","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003553151,0.0002538926,0.0005643982,0.0003565561,0.0002475232,0.00013908,0.0001062288,0.0001622033,0.00001344686],"category_scores_gemma":[0.00009081565,0.0001801613,0.0001231177,0.0003441276,0.0001375728,0.000101872,0.00006266643,0.0003203314,0.000005585913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007683288,"about_ca_system_score_gemma":0.0001756947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005035687,"about_ca_topic_score_gemma":0.000004798075,"domain_scores_codex":[0.9983804,0.00003681357,0.0005914867,0.0003302735,0.0003161651,0.0003449041],"domain_scores_gemma":[0.9989654,0.00004671993,0.0004002511,0.0002071231,0.0001765936,0.0002039209],"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":[0.002486019,0.001171717,0.2949049,0.001358791,0.001508341,0.0005003178,0.002303735,0.00001336078,0.6801602,0.00006346244,0.001560729,0.01396843],"study_design_scores_gemma":[0.00710026,0.001708464,0.1133286,0.002879479,0.000870551,0.001040854,0.0004640702,0.0001788124,0.8558784,0.0003322046,0.01583458,0.0003838048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921412,0.003743399,3.531486e-7,0.002866041,0.000532655,0.0002209293,0.000005480075,0.00003866115,0.0004512701],"genre_scores_gemma":[0.9966593,0.0001434137,0.0005195868,0.0002875598,0.0008146533,0.000002066294,0.00001251426,0.00002171761,0.001539209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1815763,"threshold_uncertainty_score":0.7346763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008634914483198022,"score_gpt":0.2492193144416649,"score_spread":0.2405843999584669,"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."}}