{"id":"W3200381656","doi":"10.26443/mjm.v20i1.898","title":"Distal Radial Artery Ligation for Dialysis Access Steal Syndrome","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Arteriovenous fistula; Dialysis; Ligation; Context (archaeology); Radial artery; Hemodialysis; End stage renal disease; Surgery; Complication; Fistula; Ischemia; Artery; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001344546,0.0003708696,0.0003619277,0.000654454,0.0006222192,0.0003875968,0.0002450954,0.000937893,0.001940176],"category_scores_gemma":[0.0009033047,0.00009617979,0.0003558129,0.0002122732,0.000393837,0.0004753273,0.0003407276,0.00112975,0.0005581247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749269,"about_ca_system_score_gemma":0.0005441821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003575984,"about_ca_topic_score_gemma":0.0006727913,"domain_scores_codex":[0.9998643,0.00003353629,0.00001234697,0.00001567256,0.00002647719,0.00004760022],"domain_scores_gemma":[0.9997435,0.00006475088,0.00006340565,0.00001297345,0.00001277445,0.0001025804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002468531,0.0001906171,0.02659629,0.0002474011,0.00004495508,0.877434,0.0002172227,0.000244668,0.01054723,0.001139702,0.00426597,0.07882524],"study_design_scores_gemma":[0.00002542854,0.0002504177,0.007942552,0.00008970622,0.00001917392,0.9837356,0.00009046344,0.0003386927,0.001225832,0.0004815284,0.00578677,0.00001379602],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8292791,0.08587008,0.02267236,0.01910884,0.001247068,0.0001536329,0.0001330147,0.0009841918,0.04055169],"genre_scores_gemma":[0.9862954,0.006580552,0.002259709,0.00191447,0.0009735544,0.00002537547,0.00005852847,0.0000231632,0.001869283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001940176,"threshold_uncertainty_score":0.006490588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08126727330836278,"score_gpt":0.4006757476631856,"score_spread":0.3194084743548228,"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."}}