{"id":"W4390754189","doi":"10.1016/j.jtv.2024.01.001","title":"Monitoring negative pressure wound therapy for diabetic foot ulcers using WhatsApp","year":2024,"lang":"en","type":"article","venue":"Journal of Tissue Viability","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Diabetic foot; Negative-pressure wound therapy; Debridement (dental); Diabetic foot ulcer; Diabetes mellitus; Surgery; Complication; Surgical debridement; Foot (prosody); Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001037474,0.0001822988,0.000444486,0.0001801772,0.00006872828,0.0001444563,0.0001370673,0.00007917439,0.0001243683],"category_scores_gemma":[0.0001671739,0.0001389633,0.0002327974,0.0002276292,0.00008503444,0.0003210087,0.00003752268,0.0002689977,0.000003222166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121521,"about_ca_system_score_gemma":0.0001944159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001439305,"about_ca_topic_score_gemma":7.137877e-7,"domain_scores_codex":[0.9984915,0.0000673589,0.0005065284,0.0002378437,0.0004228248,0.0002739492],"domain_scores_gemma":[0.9988519,0.0003024877,0.0001692966,0.0002417512,0.0002829018,0.0001516403],"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":[0.003095664,0.002819726,0.1095092,0.01150061,0.009038033,0.0002970452,0.007340197,0.001643395,0.153568,0.0009697994,0.007757081,0.6924613],"study_design_scores_gemma":[0.01099711,0.01122058,0.1982782,0.003854497,0.005332816,0.0001402383,0.003503985,0.01061175,0.2273695,0.0220903,0.505405,0.001196069],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839298,0.003876867,0.005380151,0.001946779,0.00262684,0.001619073,0.000007133519,0.00004536863,0.0005679516],"genre_scores_gemma":[0.9898156,0.0001049004,0.008344946,0.00004874492,0.0009753212,0.00002168578,9.646194e-7,0.00003262761,0.0006552238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6912652,"threshold_uncertainty_score":0.566676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773647249086137,"score_gpt":0.3563750615010169,"score_spread":0.3186385890101556,"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."}}