{"id":"W2955179173","doi":"10.1016/j.transproceed.2019.04.032","title":"Use of a Muscle Pump Activator Leads to Improved Lower Limb Edema, Lower Limb Blood Flow, and Urine Output Compared With Standard TED Stockings and Compression Devices Following Kidney Transplant: A Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Blood flow; Randomized controlled trial; Edema; Lower limb; Compression stockings; Surgery; Urology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002366925,0.001977985,0.005055075,0.0005508559,0.0006985855,0.002092128,0.001440763,0.003067767,0.006504852],"category_scores_gemma":[0.003906814,0.001001026,0.004927768,0.0007957921,0.002096419,0.001437239,0.0006268528,0.004488436,0.0006862225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009009517,"about_ca_system_score_gemma":0.001154029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825786,"about_ca_topic_score_gemma":0.002277525,"domain_scores_codex":[0.9984866,0.0006911734,0.0001945464,0.0003168871,0.0001145172,0.0001963046],"domain_scores_gemma":[0.9967864,0.001474697,0.000834622,0.0002258676,0.0001753577,0.0005031079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9856209,0.00330374,0.0007686765,0.001334391,0.004584124,0.00002677273,0.00003454259,0.0000876809,0.0004358476,0.00005084643,0.0002080157,0.003544528],"study_design_scores_gemma":[0.9529083,0.03776368,0.003073434,0.0001448792,0.005269404,0.00002395842,0.00003921378,0.0002462334,0.0001959349,0.000113002,0.0001982547,0.00002377792],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809707,0.01334035,0.0005593381,0.0006687134,0.001313764,0.001313448,0.0005523627,0.00007691242,0.001204332],"genre_scores_gemma":[0.9899026,0.005050332,0.000753466,0.0006746561,0.001048522,0.001041933,0.000446241,0.00001436814,0.001067791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006504852,"threshold_uncertainty_score":0.02176094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118300774519301,"score_gpt":0.241125832493738,"score_spread":0.229942824748545,"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."}}