{"id":"W4318069019","doi":"10.1007/s13346-023-01292-0","title":"Fabrication and characterization of bilayer scaffolds made of decellularized dermis/nanofibrous collagen for healing of full-thickness wounds","year":2023,"lang":"en","type":"article","venue":"Drug Delivery and Translational Research","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Qom University of Medical Science; Iran University of Medical Sciences","keywords":"Scaffold; Decellularization; Dermis; Regeneration (biology); Wound healing; Biomedical engineering; Nanofiber; Tissue engineering; Biocompatibility; Chemistry; Stromal cell; Materials science; Nanotechnology; Anatomy; Surgery; Cell biology; Pathology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000881311,0.00007437509,0.0002388424,0.000335214,0.00013251,0.000008445824,0.00003568136,0.00008309471,0.00001143581],"category_scores_gemma":[0.00006171977,0.00006842075,0.00004636394,0.000467147,0.0001551953,0.00007568589,0.0000128265,0.0000401026,0.000001016753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001234916,"about_ca_system_score_gemma":0.0002099114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098321,"about_ca_topic_score_gemma":0.00001052309,"domain_scores_codex":[0.9988021,0.00008695459,0.0003239792,0.0001832357,0.0004329023,0.000170813],"domain_scores_gemma":[0.9983307,0.0007262485,0.00007860425,0.0001016807,0.00068911,0.00007369634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001534323,0.0001637415,0.03254907,0.001504731,0.0001153266,0.000002318262,0.001714538,0.0000247691,0.954787,0.0008966752,0.0000131011,0.006694379],"study_design_scores_gemma":[0.009001793,0.0009094403,0.6713703,0.001095938,0.0003426374,0.00004714332,0.0007516681,0.03108738,0.2790112,0.005603954,0.0005201819,0.0002584075],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964825,0.0004421817,0.001401563,0.0009130946,0.00002865425,0.0005342306,0.0001328476,0.00001177057,0.00005314158],"genre_scores_gemma":[0.9973286,0.0005427439,0.001282391,0.000007127585,0.00003258368,0.00003532404,0.0005121061,0.00001243213,0.000246706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6757758,"threshold_uncertainty_score":0.2790117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07500005658734143,"score_gpt":0.3632246752234629,"score_spread":0.2882246186361214,"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."}}