{"id":"W4312415652","doi":"10.26443/mjm.v20i2.898","title":"Distal Radial Artery Ligation for Dialysis Access Steal Syndrome","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Arteriovenous fistula; Dialysis; Ligation; Radial artery; Context (archaeology); Hemodialysis; Surgery; End stage renal disease; 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":[0.0001359027,0.0003785852,0.0003649792,0.0006494413,0.0006210361,0.0003940328,0.0002451121,0.0009578413,0.001922181],"category_scores_gemma":[0.0008999244,0.00009724468,0.0003588767,0.0002128654,0.0003977951,0.0004801888,0.0003428968,0.001139341,0.0005541505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733313,"about_ca_system_score_gemma":0.0005425473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003532619,"about_ca_topic_score_gemma":0.0006676567,"domain_scores_codex":[0.9998628,0.00003393786,0.00001241885,0.00001593709,0.00002681704,0.00004811753],"domain_scores_gemma":[0.9997458,0.00006328135,0.00006234294,0.00001307129,0.00001268428,0.000102908],"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":[0.0002525058,0.0001914306,0.02593127,0.0002471231,0.00004605603,0.8796436,0.0002139962,0.0002477076,0.0107601,0.001135694,0.004288522,0.07704198],"study_design_scores_gemma":[0.00002619598,0.0002550876,0.007851053,0.00008771138,0.00001926087,0.9838164,0.00008990458,0.0003421088,0.001235541,0.000476731,0.005786043,0.00001396861],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8281261,0.08691879,0.02308991,0.01892934,0.001267996,0.0001546208,0.0001342836,0.001004807,0.04037413],"genre_scores_gemma":[0.9863408,0.006485091,0.002267904,0.00194026,0.0009943823,0.0000256922,0.00005862038,0.00002344637,0.001863774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001922181,"threshold_uncertainty_score":0.006430387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07683809234657606,"score_gpt":0.3908194841109441,"score_spread":0.3139813917643681,"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."}}