{"id":"W4402620951","doi":"10.51731/cjht.2024.978","title":"Continuous Diffused Oxygen Therapy for Wound Healing","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxygen therapy; Medicine; Wound care; Intensive care medicine; Wound healing; Health care; Surgery; Internal medicine","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":[0.0006966088,0.000116795,0.0003818957,0.0006723048,0.0001246351,0.00008973715,0.0001695741,0.00008917088,0.00002400788],"category_scores_gemma":[0.0001221496,0.00008930551,0.0001200846,0.0002319162,0.00009664954,0.00007170213,0.00000940822,0.0002606548,0.000003743897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453483,"about_ca_system_score_gemma":0.00205602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006478616,"about_ca_topic_score_gemma":0.0004180012,"domain_scores_codex":[0.9988384,0.00001616932,0.0004462363,0.0001345664,0.0001302896,0.0004342851],"domain_scores_gemma":[0.9994283,0.00006587382,0.000129743,0.0001699129,0.0001041054,0.0001021143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000301722,0.00002517772,0.0007764687,0.0004356927,0.0001891388,0.0001297008,0.0002575614,0.000001954817,0.00007228884,0.005458364,0.03630889,0.9563146],"study_design_scores_gemma":[0.001069089,0.00144765,0.002874587,0.0005780664,0.00003491802,0.00007381853,0.002541309,0.00006967269,0.000227104,0.005529211,0.9854537,0.0001009227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2663068,0.3442098,0.009117234,0.3724646,0.003149702,0.002497916,0.00003685838,0.0006012075,0.001615851],"genre_scores_gemma":[0.9948792,0.001316782,0.001915818,0.001356392,0.00004293986,0.00002371505,0.000004930284,0.0000243455,0.0004358568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9562137,"threshold_uncertainty_score":0.364729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537621756336913,"score_gpt":0.324699520967545,"score_spread":0.2893233034041759,"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."}}