{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003754596,0.0001723541,0.0003776854,0.0007684116,0.0001216617,0.00008067748,0.00003271265,0.00009478266,0.000002808773],"category_scores_gemma":[0.0000600912,0.0001395077,0.00005035858,0.0004909728,0.00005976199,0.000144443,0.0001128859,0.00009124979,8.482733e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006800632,"about_ca_system_score_gemma":0.00004674463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065587,"about_ca_topic_score_gemma":0.00005553748,"domain_scores_codex":[0.9986112,0.00004210204,0.0005172598,0.0004010921,0.0002194189,0.0002088891],"domain_scores_gemma":[0.9995183,0.00006866732,0.00008766729,0.0001858414,0.00004474568,0.00009476762],"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":[0.0003742696,0.000439243,0.3369881,0.001989214,0.0001993962,0.000005606946,0.0006924368,0.0006420329,0.6469446,0.0006010595,0.0003645461,0.01075943],"study_design_scores_gemma":[0.00696753,0.000658203,0.8159844,0.001465268,0.0004158347,0.000006398136,0.0005807583,0.09618738,0.07689562,0.0001003905,0.0003389573,0.0003992827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343699,0.0009389142,0.06254257,0.0007983828,0.0003261057,0.0008139606,0.000006868866,0.00003265521,0.0001706455],"genre_scores_gemma":[0.9931252,0.0002647039,0.005690273,0.0001725558,0.00007702816,0.00004651826,0.00005626307,0.00001345012,0.0005540121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.570049,"threshold_uncertainty_score":0.568896,"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."}}