{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007743429,0.0001021491,0.0003595555,0.00005650486,0.00007875884,0.00002842373,0.00004737453,0.00002658442,0.00002162227],"category_scores_gemma":[0.00001925224,0.00006601214,0.0000705416,0.00009894993,0.0001037875,0.0001351705,0.000004097795,0.0001171716,4.375802e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002010473,"about_ca_system_score_gemma":0.0000717229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000982693,"about_ca_topic_score_gemma":4.590058e-7,"domain_scores_codex":[0.9992909,0.00002853358,0.0002509664,0.00009636367,0.000215028,0.0001181577],"domain_scores_gemma":[0.9993032,0.00006667561,0.0002821719,0.00005685096,0.0001300058,0.0001610975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02449301,0.01615207,0.343813,0.0006931329,0.001473399,0.00133353,0.01352729,0.0003120714,0.02488349,0.0003952233,0.002411561,0.5705122],"study_design_scores_gemma":[0.039831,0.08149504,0.7462906,0.02678511,0.002554704,0.001740736,0.01800919,0.001023237,0.06833684,0.0004694356,0.01265304,0.0008110174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836625,0.009802435,0.0001842444,0.005672499,0.00005682735,0.0001416373,0.000001610984,0.000006360757,0.0004718559],"genre_scores_gemma":[0.9973146,0.001208913,0.0008450304,0.0004927604,0.0001143074,9.103629e-7,0.000001593338,0.000009566632,0.00001229639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5697012,"threshold_uncertainty_score":0.2691897,"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."}}