{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001282343,0.0001755614,0.0002898667,0.0002641558,0.00007506528,0.00003277439,0.00004368982,0.00012319,0.00002349891],"category_scores_gemma":[0.00004156441,0.0001330887,0.0001280312,0.0003023771,0.0001522035,0.00003274107,0.00001113545,0.0001004401,0.000008321124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097008,"about_ca_system_score_gemma":0.0001617648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009607138,"about_ca_topic_score_gemma":0.000002495015,"domain_scores_codex":[0.9989967,0.00003629448,0.0002675287,0.0002744343,0.0001604816,0.0002645888],"domain_scores_gemma":[0.9993004,0.0002928469,0.00005744325,0.000193915,0.00004880906,0.0001065562],"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":[0.007104304,0.001255188,0.007346265,0.00616026,0.007401534,0.0001071823,0.003941725,0.0006502597,0.7738957,0.02043563,0.001567703,0.1701343],"study_design_scores_gemma":[0.006709612,0.008763689,0.00489411,0.001337529,0.004238447,0.0001699044,0.0003999309,0.02819532,0.9094698,0.02940293,0.005637917,0.0007808488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8407937,0.008374453,0.1450909,0.001565684,0.001843832,0.001730058,0.0003041487,0.0002304474,0.00006676174],"genre_scores_gemma":[0.9868896,0.00003848659,0.01251597,0.0000676303,0.0002172427,0.00002169167,0.0001036934,0.00003641766,0.0001092459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693534,"threshold_uncertainty_score":0.5427201,"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."}}