{"id":"W4389473689","doi":"10.1002/agt2.472","title":"Fluorescent pH‐sensing bandage for point‐of‐care wound diagnostics","year":2023,"lang":"en","type":"article","venue":"Aggregate","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université de Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Bandage; Fluorescence; Wound healing; Wound care; Biomedical engineering; Microparticle; Point of care; Dorsum; Surgery; Medicine; Pathology; Chemical engineering; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008098327,0.000616395,0.000241062,0.00068104,0.0001771312,0.0005033315,0.0003687114,0.0009386636,0.001671263],"category_scores_gemma":[0.0006659647,0.0002528645,0.0003247416,0.0002451197,0.0002090662,0.0005320974,0.000330763,0.000681907,0.0006116583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003702457,"about_ca_system_score_gemma":0.0001414471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003019998,"about_ca_topic_score_gemma":0.0003873097,"domain_scores_codex":[0.9995881,0.0001325277,0.00002086687,0.00008478717,0.0001316445,0.00004212391],"domain_scores_gemma":[0.9995815,0.0001783755,0.0001005172,0.0000223612,0.0000710899,0.0000459908],"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":[0.00007487086,0.00004976945,0.0002871517,0.0001064796,0.000008682112,0.00003122505,0.00001268628,0.000170135,0.9912822,0.0001826456,0.0002224515,0.007571658],"study_design_scores_gemma":[0.00001429766,0.0003570678,0.001104957,0.00001911647,0.00001847549,0.0002482798,0.00001596528,0.002996329,0.9923407,0.00007715291,0.002794035,0.00001363333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6548375,0.02392423,0.3107783,0.001279168,0.0003947575,0.0004652641,0.0006534153,0.001401493,0.006266037],"genre_scores_gemma":[0.8351914,0.005688583,0.1536723,0.000569656,0.000093004,0.0002255074,0.0003071379,0.00005171626,0.004200759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001671263,"threshold_uncertainty_score":0.005590916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872347202885381,"score_gpt":0.2969247916454208,"score_spread":0.278201319616567,"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."}}