{"id":"W7116876932","doi":"10.34067/kid.0000001100","title":"Should AV Fistulas be Ligated Electively after Successful Kidney Transplantation: Commentary","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Kidney; Kidney disease; Renal artery; MEDLINE; Nephrectomy","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":[0.008063529,0.001014279,0.002213211,0.001874319,0.0051499,0.004015699,0.00551413,0.07161218,0.01064894],"category_scores_gemma":[0.08569368,0.001290256,0.00264528,0.002522867,0.005808177,0.006222014,0.003430682,0.07307226,0.00530393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008449242,"about_ca_system_score_gemma":0.01588118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02313899,"about_ca_topic_score_gemma":0.05088641,"domain_scores_codex":[0.9932019,0.001672413,0.001516226,0.001111163,0.001605717,0.0008926225],"domain_scores_gemma":[0.8871258,0.07986994,0.006063777,0.001271005,0.01766891,0.008000592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005341437,0.00001448387,0.0003282003,0.0005008178,0.00004958307,0.0005203455,0.0002254051,0.00008340204,0.00007418123,0.002059435,0.9864122,0.009678549],"study_design_scores_gemma":[0.0003056333,0.00008825472,0.002029034,0.01141845,0.0003267598,0.00201637,0.002290697,0.0002614073,0.0002242147,0.01180479,0.9690632,0.0001713179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002694862,0.006569086,0.00007918696,0.9325249,0.05925325,0.000007278176,0.00008176026,0.00001453222,0.001200514],"genre_scores_gemma":[0.003046074,0.004212507,0.0001677352,0.8696272,0.1218889,0.00002440706,0.00005292381,0.00002324974,0.0009570852],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07161218,"threshold_uncertainty_score":0.06130385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02985941884418076,"score_gpt":0.3556282245078508,"score_spread":0.32576880566367,"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."}}