{"id":"W2994649925","doi":"10.12968/jowc.2019.28.12.824","title":"Use of a bacterial fluorescence imaging device: wound measurement, bacterial detection and targeted debridement","year":2019,"lang":"en","type":"article","venue":"Journal of Wound Care","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Medicine; Debridement (dental); Fluorescence-lifetime imaging microscopy; Wound care; Fluorescence; Wound healing; Venous leg ulcer; Biomedical engineering; Surgery; Optics","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":[0.002420589,0.0007589632,0.0006470621,0.0008883113,0.0002765138,0.0007717969,0.000714028,0.001057924,0.001783217],"category_scores_gemma":[0.003574809,0.0004028205,0.0003369405,0.0003315165,0.0006146934,0.0006139784,0.0005140518,0.0005623303,0.0006801659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662823,"about_ca_system_score_gemma":0.000495058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005290277,"about_ca_topic_score_gemma":0.0006320763,"domain_scores_codex":[0.9977654,0.0006328524,0.0001187437,0.0005470304,0.0008491914,0.00008686113],"domain_scores_gemma":[0.9975843,0.001095034,0.0006960007,0.0002225568,0.0002899534,0.0001120962],"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":[0.002038237,0.0009269697,0.03414437,0.0008513218,0.00008861769,0.0003358053,0.0001351988,0.0006100391,0.798154,0.0002067302,0.000830794,0.1616779],"study_design_scores_gemma":[0.0003639313,0.02488013,0.1722731,0.0002937551,0.0003431045,0.01079816,0.0001713123,0.01129622,0.7690654,0.0002072856,0.01014568,0.0001620042],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8491192,0.01031036,0.1337946,0.0005683768,0.0002012177,0.001288412,0.0003360719,0.0009817678,0.003399988],"genre_scores_gemma":[0.8265793,0.002536894,0.1661803,0.0007555254,0.0001483322,0.0005403818,0.0003193563,0.00007271033,0.002867293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002420589,"threshold_uncertainty_score":0.01280147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219737224545016,"score_gpt":0.2750432104065157,"score_spread":0.2428458381610655,"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."}}