{"id":"W4411294647","doi":"10.2337/db25-154-or","title":"154-OR: Combined Point-of-Care Devices, DPN-Check and Sudoscan, Diagnose Early DPN and Predict Diabetic Foot Ulceration","year":2025,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetic foot; Foot (prosody); Internal medicine; Diabetes mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006536695,0.0005330726,0.0004267777,0.0004572839,0.0002358429,0.0006339197,0.0004415131,0.0006556367,0.02103536],"category_scores_gemma":[0.002302332,0.0001264125,0.0005411771,0.0005169646,0.0001883557,0.0003811382,0.0003463091,0.0003470659,0.00236352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002358399,"about_ca_system_score_gemma":0.0003010581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004183694,"about_ca_topic_score_gemma":0.004456758,"domain_scores_codex":[0.9994442,0.0001457939,0.000050021,0.0001297909,0.0001474424,0.00008264121],"domain_scores_gemma":[0.9989789,0.0003061928,0.0004508815,0.00004091594,0.0001100695,0.0001131932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001302082,0.000125786,0.9799948,0.0001819607,0.000200647,0.0001493278,0.00001867472,0.00006791689,0.0005962891,0.00003442757,0.001499149,0.01582901],"study_design_scores_gemma":[0.0001530697,0.0006876726,0.9936956,0.00012323,0.0004143871,0.001841596,0.00009090017,0.0009921647,0.0003621398,0.000109361,0.00152031,0.000009753453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763071,0.003756119,0.001062018,0.0005250707,0.0001489166,0.000123831,0.005954449,0.0001313035,0.01199117],"genre_scores_gemma":[0.9936465,0.0004978334,0.001195685,0.0001688413,0.00007777071,0.00004154453,0.001329177,0.00000821889,0.00303436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02103536,"threshold_uncertainty_score":0.07037026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007746147306954838,"score_gpt":0.2582791772455089,"score_spread":0.250533029938554,"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."}}