{"id":"W4289520890","doi":"10.1007/s00270-022-03227-7","title":"Outcomes of Wrist-Access Deep Venous Embolization Following Percutaneous Fistula Creation: A Two-Year Single Center Experience","year":2022,"lang":"en","type":"article","venue":"CardioVascular and Interventional Radiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Percutaneous; Arteriovenous fistula; Fistula; Wrist; Embolization; Surgery; Anastomosis; Radiology; Pseudoaneurysm; Aneurysm","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":[0.0007200869,0.0005090155,0.0006461199,0.0007734516,0.001236609,0.001475537,0.00067811,0.001115923,0.00164731],"category_scores_gemma":[0.0033612,0.0002514439,0.0006738231,0.0007550656,0.0005469001,0.001013026,0.001029132,0.0008346257,0.0004105508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000802945,"about_ca_system_score_gemma":0.0006045512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656492,"about_ca_topic_score_gemma":0.002087773,"domain_scores_codex":[0.9991446,0.0001953212,0.0001371131,0.0001154115,0.0001688611,0.0002387205],"domain_scores_gemma":[0.9982085,0.0003877431,0.0004882939,0.0001342988,0.0002016994,0.0005794747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007675188,0.003970429,0.9368477,0.0000819371,0.0001368484,0.02436852,0.002774337,0.000439269,0.002649592,0.0001498501,0.0006862013,0.02712785],"study_design_scores_gemma":[0.0001083799,0.006994156,0.9171736,0.00007292037,0.0001581783,0.06392506,0.00721558,0.001033444,0.001996558,0.0001956295,0.00101517,0.0001112582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990211,0.0001918525,0.0001752993,0.00004688666,0.000006092451,0.00001339057,0.00005637684,0.000005958941,0.000483197],"genre_scores_gemma":[0.9991385,0.0002089202,0.0001812546,0.0000482716,0.00002000983,0.00001196374,0.0001441621,0.000005399508,0.0002415544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001656492,"threshold_uncertainty_score":0.005825818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03710509061435579,"score_gpt":0.3540610078361077,"score_spread":0.3169559172217519,"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."}}