{"id":"W4285089906","doi":"10.1021/acsmeasuresciau.2c00023","title":"Next-Generation Diagnostic Wound Dressings for Diabetic Wounds","year":2022,"lang":"en","type":"review","venue":"ACS Measurement Science Au","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Diabetic foot; Amputation; Diabetes mellitus; Wound healing; Intensive care medicine; Diabetic foot ulcer; Complication; Surgery; Diagnostic test; Chronic wound; Foot (prosody); Debridement (dental); Pathophysiology; Pathology; Pediatrics","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":[0.0006759666,0.0006387329,0.0008091909,0.001673146,0.0002227033,0.0008198215,0.0006507415,0.001160243,0.003789567],"category_scores_gemma":[0.0007470762,0.000230625,0.0005453764,0.0008980253,0.0002824086,0.001109839,0.0006162411,0.001869593,0.001986608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003427609,"about_ca_system_score_gemma":0.0004847213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004406096,"about_ca_topic_score_gemma":0.0007485618,"domain_scores_codex":[0.9997751,0.00003876151,0.00002326934,0.0000339512,0.000106625,0.00002226939],"domain_scores_gemma":[0.9997248,0.0001335301,0.00003933885,0.00000818743,0.00007257346,0.0000215117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005591477,0.0001213414,0.00009711504,0.01300201,0.0000562114,0.0001295184,0.00004895398,0.0002130099,0.004232743,0.004241451,0.01695876,0.9608429],"study_design_scores_gemma":[0.00001895572,0.0002158333,0.0005200562,0.0033608,0.00009656214,0.0009951764,0.00005132096,0.0001912273,0.002018434,0.001909007,0.9906017,0.00002088428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002268457,0.9975927,0.0003796995,0.0002301141,0.0002805951,0.00001223087,0.00001879965,0.00001189654,0.001247021],"genre_scores_gemma":[0.001642252,0.9960136,0.0006340155,0.0003064355,0.0001871988,0.00002117838,0.00004292503,0.000003480071,0.001148933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003789567,"threshold_uncertainty_score":0.01267737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2701631721802145,"score_gpt":0.3793640465614007,"score_spread":0.1092008743811863,"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."}}