{"id":"W4321523296","doi":"10.1002/bit.28359","title":"In vitro glycation of a tissue‐engineered wound healing model to mimic diabetic ulcers","year":2023,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Glycation; Wound healing; Diabetes mellitus; In vivo; Medicine; In vitro; Advanced glycation end-product; Chemistry; Glyoxal; Diabetic foot ulcer; Angiogenesis; Chronic wound; Diabetic foot; Surgery; Pharmacology; Internal medicine; Endocrinology; Biochemistry; Biology","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":[0.0000907295,0.0001050514,0.0002218629,0.0005941268,0.00002308348,0.000003229204,0.00003994685,0.0002153125,0.00000119729],"category_scores_gemma":[0.00003423916,0.0001012383,0.00001948825,0.0005658746,0.00002964231,0.00002371002,0.00002746192,0.0001328894,0.00001065322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005694108,"about_ca_system_score_gemma":0.00002124154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003910916,"about_ca_topic_score_gemma":0.000003746643,"domain_scores_codex":[0.9993473,0.000003437786,0.0001764954,0.0001798957,0.00006257343,0.0002303096],"domain_scores_gemma":[0.9997369,0.00002044438,0.00001914457,0.0001513748,0.00001369151,0.00005845739],"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":[0.00006909638,0.00003833057,0.0002648938,0.0002060274,0.00004135395,0.00002449896,0.0001998223,0.0074673,0.9881447,0.0003292457,0.00002719674,0.003187557],"study_design_scores_gemma":[0.001118617,0.0002349972,0.002942446,0.000179075,0.00005218053,0.00003117011,0.0001025635,0.145934,0.8487919,0.000184296,0.0002714541,0.0001572821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921977,0.0002986865,0.002792734,0.004146612,0.0000809281,0.0002438186,0.000007869137,0.0002194639,0.00001221702],"genre_scores_gemma":[0.9948702,0.0001294461,0.004787208,0.00005128413,0.00001680404,0.00002407531,0.00001727177,0.00001515481,0.00008858622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1393528,"threshold_uncertainty_score":0.4128379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916374594116258,"score_gpt":0.2793015633028433,"score_spread":0.2601378173616807,"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."}}