{"id":"W4283827217","doi":"10.1186/s12951-022-01523-5","title":"A cellulose nanofibril-reinforced hydrogel with robust mechanical, self-healing, pH-responsive and antibacterial characteristics for wound dressing applications","year":2022,"lang":"en","type":"article","venue":"Journal of Nanobiotechnology","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Qilu University of Technology; National Key Research and Development Program of China; Shandong Academy of Sciences; National Natural Science Foundation of China","keywords":"Wound healing; Biocompatibility; Bacterial cellulose; Self-healing hydrogels; Chemistry; Antibacterial activity; Drug delivery; Biomedical engineering; Vinyl alcohol; In vivo; Materials science; Cellulose; Bacteria; Polymer chemistry; Surgery; Polymer; Organic chemistry","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":[0.0001337513,0.0003541312,0.0001223345,0.00024879,0.0001144565,0.0001773671,0.0001535268,0.0003823019,0.0007679156],"category_scores_gemma":[0.0001075711,0.0001182853,0.0002214728,0.0001147772,0.0000943356,0.0002397829,0.00009926029,0.0002235937,0.0002393767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240365,"about_ca_system_score_gemma":0.0002068601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003591865,"about_ca_topic_score_gemma":0.0008725518,"domain_scores_codex":[0.9999361,0.000005066817,0.000006133656,0.0000165948,0.00002155582,0.0000145643],"domain_scores_gemma":[0.9999025,0.000009949877,0.00003727777,0.000005644098,0.00001776598,0.00002689358],"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":[0.00001817789,0.00001332214,0.00005720868,0.00005624026,0.000003241324,0.00004200487,0.000003880785,0.00009806043,0.9977077,0.00004361705,0.00005670937,0.001899853],"study_design_scores_gemma":[0.00001113117,0.0001709047,0.001187193,0.000009979,0.00001721742,0.0002358288,0.000007044418,0.001782222,0.9942057,0.00002105595,0.002340272,0.00001155631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601843,0.008277332,0.02535128,0.0002708439,0.000222802,0.00008801453,0.0005262793,0.0004541651,0.004625054],"genre_scores_gemma":[0.9809549,0.001833416,0.01430553,0.0001430595,0.000041356,0.00005038401,0.0002275224,0.00003745793,0.002406391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007679156,"threshold_uncertainty_score":0.00256896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439174198713636,"score_gpt":0.2604418328935473,"score_spread":0.2460500909064109,"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."}}