{"id":"W2079137876","doi":"10.1111/j.1067-1927.2004.0abstractal.x","title":"039
Determination of Burn Depth using near Infrared Spectroscopy","year":2004,"lang":"en","type":"article","venue":"Wound Repair and Regeneration","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; University of Toronto","funders":"","keywords":"Near-infrared spectroscopy; Burn injury; Medicine; Thermal burn; Oxygen saturation; Nuclear medicine; Surgery; Biomedical engineering; Anesthesia; Oxygen; Chemistry; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003382968,0.0002818169,0.0001824934,0.0004873463,0.0001189107,0.0003098117,0.0002076685,0.0002519003,0.005168258],"category_scores_gemma":[0.0006686064,0.0001187565,0.0001191558,0.000173884,0.0002092098,0.0002296192,0.0002288787,0.0003344227,0.0009889242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566004,"about_ca_system_score_gemma":0.0001647888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000569521,"about_ca_topic_score_gemma":0.0005708775,"domain_scores_codex":[0.9997246,0.00007126429,0.00001558874,0.00003792659,0.0001314456,0.00001917328],"domain_scores_gemma":[0.9996247,0.0001243389,0.00008778552,0.0000210377,0.0001020615,0.00004004666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001975308,0.0004199901,0.1858556,0.0004794073,0.00008998773,0.0004454076,0.0002188745,0.0007871518,0.6326256,0.000166914,0.001367362,0.1755684],"study_design_scores_gemma":[0.0001186022,0.004014749,0.6637582,0.0002453797,0.0001367688,0.008160946,0.000739433,0.008687109,0.3039776,0.0006222714,0.009484259,0.00005475829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712459,0.002226752,0.0200898,0.0001310833,0.00005547921,0.00009479545,0.0003347682,0.0001536944,0.005667777],"genre_scores_gemma":[0.9832818,0.0008300614,0.01298552,0.00007725789,0.00002578904,0.00003780209,0.0002421565,0.00001938678,0.002500346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005168258,"threshold_uncertainty_score":0.01728958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743414390122369,"score_gpt":0.2903066992953926,"score_spread":0.2728725553941689,"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."}}