{"id":"W2963881852","doi":"10.1126/sciadv.aaw3963","title":"Bioinspired mechanically active adhesive dressings to accelerate wound closure","year":2019,"lang":"en","type":"article","venue":"Science Advances","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":533,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Natural Sciences and Engineering Research Council of Canada; National Institute of Dental and Craniofacial Research; Canada Foundation for Innovation; National Institute on Aging; National Institutes of Health; National Science Foundation","keywords":"Adhesive; Wound closure; Closure (psychology); Wound healing; Biomedical engineering; Medicine; Materials science; Surgery; Composite material","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":[0.0002184682,0.0001353693,0.0002303356,0.0001476583,0.0002455426,0.00007145235,0.000204641,0.00004213637,0.0000770834],"category_scores_gemma":[0.0001308647,0.00009867634,0.00004716911,0.0007579247,0.0001769961,0.0005728788,0.00005655437,0.0001137237,0.0005887434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462149,"about_ca_system_score_gemma":0.0003769065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002862531,"about_ca_topic_score_gemma":0.00001365217,"domain_scores_codex":[0.9984033,0.00001307366,0.0001555418,0.0005087419,0.0005129874,0.0004063958],"domain_scores_gemma":[0.9990867,0.00004663916,0.00007585114,0.0003011271,0.0002228487,0.0002668489],"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":[0.000717717,0.0003399497,0.03710604,0.00009366802,0.00004680484,0.00007730266,0.001880593,0.00004829559,0.865433,0.001037231,0.0001282616,0.09309115],"study_design_scores_gemma":[0.002364844,0.002384669,0.07269663,0.0005138956,0.00007157052,0.00005495163,0.001287733,0.00004589437,0.9011599,0.002689473,0.01632681,0.000403569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893663,0.0002303627,0.00004293058,0.001789392,0.000470569,0.0004937936,0.000006668217,0.00006962295,0.007530374],"genre_scores_gemma":[0.9928967,0.00002111301,0.003928219,0.00133848,0.00006764861,0.00002016201,0.000003284452,0.00001033764,0.001714002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09268758,"threshold_uncertainty_score":0.7567301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122895580752098,"score_gpt":0.3405474495503569,"score_spread":0.3193184937428359,"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."}}