{"id":"W4389952058","doi":"10.3390/diagnostics14010002","title":"Integrating Point-of-Care Bacterial Fluorescence Imaging-Guided Care with Continued Wound Measurement for Enhanced Wound Area Reduction Monitoring","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Irish Research eLibrary","keywords":"Medicine; Wound care; Wilcoxon signed-rank test; Population; Surgery; Pathology; Internal medicine; Mann–Whitney U test","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001639753,0.0002164407,0.0003596289,0.0001185272,0.0001713289,0.00004793204,0.00007079401,0.00007299532,0.00000508907],"category_scores_gemma":[0.001018778,0.0001796761,0.00008325548,0.0002296059,0.00006500123,0.00007363522,0.00002269402,0.00014057,0.000007099225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003886776,"about_ca_system_score_gemma":0.0002222369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001220415,"about_ca_topic_score_gemma":0.00003034629,"domain_scores_codex":[0.9985369,0.00002714984,0.00035198,0.0003255903,0.0004237855,0.0003346074],"domain_scores_gemma":[0.9980307,0.0002174841,0.0001660099,0.0002598166,0.001214987,0.000111037],"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":[0.003026458,0.0006224451,0.3494409,0.004850691,0.000861217,0.0002319246,0.04859695,0.0001744634,0.5286267,0.0001925505,0.003050519,0.06032519],"study_design_scores_gemma":[0.00872724,0.001648744,0.05257244,0.007665925,0.000937876,0.00003840808,0.03430106,0.0001286926,0.8926103,0.0001150141,0.0007647403,0.00048962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954821,0.00052111,0.000701439,0.0001605189,0.001437447,0.00121086,0.00005992505,0.0001628239,0.0002637782],"genre_scores_gemma":[0.992893,0.0001284617,0.005682171,0.000008855423,0.0005962529,0.0002160607,0.0003906534,0.00004579669,0.00003871143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3639836,"threshold_uncertainty_score":0.732698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04309531257667124,"score_gpt":0.3146356488670626,"score_spread":0.2715403362903913,"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."}}