{"id":"W4396674652","doi":"10.3390/biomimetics9050275","title":"Bioarchitectural Design of Bioactive Biopolymers: Structure–Function Paradigm for Diabetic Wound Healing","year":2024,"lang":"en","type":"article","venue":"Biomimetics","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wound healing; Regeneration (biology); Hyaluronic acid; Chitosan; Biopolymer; Context (archaeology); Tissue engineering; Biomedical engineering; Medicine; Chemistry; Biochemistry; Surgery; Cell biology; Biology; Polymer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004637197,0.0004269537,0.0003095938,0.0003127649,0.0001772743,0.0005520752,0.000332301,0.0005882694,0.0008995784],"category_scores_gemma":[0.0002160895,0.0002194515,0.0003239253,0.0002849341,0.0002975017,0.0007562886,0.0003078508,0.0008068556,0.0003643304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000465536,"about_ca_system_score_gemma":0.0003535789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002410236,"about_ca_topic_score_gemma":0.000448463,"domain_scores_codex":[0.9998873,0.00002445862,0.00001145699,0.00002286627,0.00002886125,0.0000250465],"domain_scores_gemma":[0.9999185,0.00001830395,0.00002903538,0.000004441223,0.00001771841,0.00001188303],"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":[0.00007542564,0.0001009103,0.000231586,0.002277871,0.00002682504,0.0002088862,0.000118386,0.002214773,0.9257382,0.01400864,0.000662813,0.0543358],"study_design_scores_gemma":[0.00007424948,0.002406639,0.004079545,0.0009407275,0.0001787769,0.001225848,0.0002486687,0.007971833,0.7653297,0.009682656,0.20776,0.0001012735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3297078,0.5289155,0.1055132,0.003387341,0.001034051,0.0004618668,0.0004229235,0.0002282757,0.03032908],"genre_scores_gemma":[0.672559,0.2561979,0.06115926,0.001728376,0.0003547202,0.0004820241,0.0002549897,0.00005801725,0.007205691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008995784,"threshold_uncertainty_score":0.003377736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049391717318296,"score_gpt":0.3162763065827426,"score_spread":0.2757823894095597,"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."}}