{"id":"W3088119025","doi":"10.1097/won.0000000000000693","title":"Healing Rates of Venous Leg Ulcers Managed With Compression Therapy","year":2020,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Ankle; Varicose Ulcer; Surgery; Logistic regression; Compression therapy; Wound care; Venous leg ulcer; Internal medicine","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":[0.0009774589,0.00009286639,0.0003129504,0.0007185733,0.000248574,0.0004530572,0.0002817734,0.0002561893,0.001577752],"category_scores_gemma":[0.008476971,0.00008770065,0.0003769292,0.0006953143,0.0001302363,0.0002925567,0.0002434962,0.000376453,0.0001418055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004204207,"about_ca_system_score_gemma":0.0003428094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003335163,"about_ca_topic_score_gemma":0.00307974,"domain_scores_codex":[0.99891,0.0002518113,0.0001861939,0.0001483137,0.0003999894,0.000103674],"domain_scores_gemma":[0.9952897,0.000936995,0.002787977,0.0001526105,0.000502603,0.0003301761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005819791,0.0001009782,0.9848981,0.000056948,0.0001110279,0.0001094343,0.00008766633,0.00008957571,0.0002081568,0.00001446239,0.000143179,0.01359855],"study_design_scores_gemma":[0.00002910286,0.0004543172,0.9974565,0.00002884652,0.00005415437,0.001005218,0.0001543768,0.0003358173,0.0002135117,0.00001917247,0.0002434103,0.000005604042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980387,0.001128595,0.00008707048,0.00004766402,0.000006549127,0.00001379276,0.0002004672,0.000005007325,0.0004721435],"genre_scores_gemma":[0.9993393,0.0002451422,0.00008743874,0.00001499393,0.000008349612,0.000007468941,0.0002129184,0.000001170706,0.00008324681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003335163,"threshold_uncertainty_score":0.006631553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251781191130057,"score_gpt":0.3047603026934171,"score_spread":0.2722424907821165,"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."}}