{"id":"W4416538801","doi":"10.1111/wrr.70113","title":"Differential Gene Expression in Healing and Non‐Healing Diabetic Foot Ulcers and Discovery of Novel Ratiometric Biomarker to Predict Healing Outcome","year":2025,"lang":"en","type":"article","venue":"Wound Repair and Regeneration","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Nursing Research","keywords":"Diabetic foot; Wound healing; Cohort; Biomarker; Inflammation; Amplicon; Real-time polymerase chain reaction; Gene expression; Diabetes mellitus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001308237,0.000359383,0.0005539176,0.001086853,0.0001302782,0.0006501752,0.0002038611,0.0004747685,0.0005033243],"category_scores_gemma":[0.001910125,0.0001415737,0.0002706216,0.0007634923,0.0002645961,0.0002698702,0.0001887825,0.000508116,0.000166959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000206966,"about_ca_system_score_gemma":0.0001334679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004823467,"about_ca_topic_score_gemma":0.0004114772,"domain_scores_codex":[0.9994028,0.0001960273,0.00003926825,0.0001457381,0.0001439473,0.00007220586],"domain_scores_gemma":[0.9987796,0.0004499203,0.0004349549,0.0000686089,0.000176391,0.00009054848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003384081,0.0004373477,0.7379033,0.00023072,0.0002053964,0.0002626909,0.0002233087,0.001145151,0.2074691,0.0001312606,0.0003376241,0.04827002],"study_design_scores_gemma":[0.00003700639,0.001513526,0.9507206,0.00003182811,0.000125822,0.0008817367,0.0003247517,0.008759521,0.03671993,0.0002588867,0.0005937194,0.00003266544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995416,0.001486461,0.002369655,0.00005179587,0.00001270756,0.00002343217,0.0003194223,0.00002592515,0.0002946373],"genre_scores_gemma":[0.9953344,0.0003940646,0.003640495,0.00005425408,0.00002177681,0.00003398583,0.0002834076,0.00000556779,0.0002320232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001308237,"threshold_uncertainty_score":0.006918669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158982621772609,"score_gpt":0.2989374667159851,"score_spread":0.2773476404982591,"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."}}