{"id":"W4391941144","doi":"10.1016/j.jvir.2024.02.012","title":"Two-Year Cumulative and Functional Patency after Creation of Endovascular Arteriovenous Hemodialysis Fistulae","year":2024,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"BD","keywords":"Medicine; Hemodialysis; Arteriovenous fistula; Endovascular treatment; Radiology; Surgery; 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":[0.001470817,0.0002455509,0.0003017008,0.001079087,0.0003722475,0.0007353247,0.0002823992,0.0004676268,0.001305365],"category_scores_gemma":[0.005631058,0.0001372766,0.0005072365,0.0003187766,0.0003870115,0.0008585962,0.000438234,0.0004537706,0.0002728337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002928447,"about_ca_system_score_gemma":0.0001812179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005481897,"about_ca_topic_score_gemma":0.0005286953,"domain_scores_codex":[0.9994461,0.0001136152,0.00006785252,0.00009323877,0.0001254019,0.0001536783],"domain_scores_gemma":[0.9952056,0.001130482,0.002419567,0.0002265091,0.0004288751,0.0005888639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001864127,0.00004108945,0.9961916,0.00001113184,0.00003732271,0.0002943525,0.00006591127,0.00007432629,0.0001399545,0.0000148317,0.00004154804,0.002901458],"study_design_scores_gemma":[0.000008725095,0.0005933175,0.9957501,0.000009046639,0.00004035009,0.002764316,0.00008052217,0.0002053043,0.0002656293,0.00002067915,0.0002530001,0.00000916009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992703,0.0002673068,0.0001257741,0.000009606244,0.000003674418,0.000003868041,0.00009013974,0.0000044458,0.0002249243],"genre_scores_gemma":[0.999551,0.00007474447,0.00004397505,0.000007262811,0.00001080935,0.000004607353,0.0002160663,0.000001423758,0.00009006391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001470817,"threshold_uncertainty_score":0.007778525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469035389045188,"score_gpt":0.3280262070373643,"score_spread":0.3033358531469124,"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."}}