{"id":"W4387692965","doi":"10.1111/iwj.14446","title":"Point‐of‐care fluorescence imaging to optimise wound bed preparation prior to cellular and/or tissue‐based product (CTP) application","year":2023,"lang":"en","type":"letter","venue":"International Wound Journal","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Maple Leaf Medical Clinic","funders":"","keywords":"Medicine; Wound care; Debridement (dental); Diabetic foot; Wound healing; Health care; Intensive care medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001503289,0.0005120433,0.0003901688,0.0009043377,0.0003562693,0.001448127,0.0008463407,0.001255302,0.005550465],"category_scores_gemma":[0.00217255,0.0003877198,0.0004064421,0.0003575067,0.0003238706,0.0009744944,0.0006002643,0.001250849,0.002279731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008765524,"about_ca_system_score_gemma":0.0006049215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146173,"about_ca_topic_score_gemma":0.002207627,"domain_scores_codex":[0.9994134,0.0001409267,0.00002307389,0.000104955,0.0002477448,0.00006998981],"domain_scores_gemma":[0.9991543,0.0002699832,0.0001453926,0.00005535288,0.0003164597,0.00005848136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009056497,0.0005388365,0.002901517,0.001381959,0.00006518271,0.000603641,0.0002326222,0.002695442,0.6455679,0.002094914,0.02888105,0.3141313],"study_design_scores_gemma":[0.0002087599,0.002810087,0.01118952,0.0006100813,0.0001566585,0.00424088,0.0003219603,0.04324145,0.8152056,0.002001135,0.1198233,0.0001905713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.212922,0.09053072,0.627296,0.01429183,0.001966308,0.001476737,0.0007318081,0.00705571,0.0437289],"genre_scores_gemma":[0.5006416,0.02510943,0.4542928,0.006105431,0.0005792407,0.0007204323,0.0006295905,0.0006859102,0.01123542],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005550465,"threshold_uncertainty_score":0.01856816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269540350311512,"score_gpt":0.3443923649420556,"score_spread":0.3216969614389405,"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."}}