{"id":"W2919910165","doi":"10.1111/hdi.12738","title":"Clinical hemodialysis experience with percutaneous arteriovenous fistulas created using the Ellipsys® vascular access system","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Arteriovenous fistula; Hemodialysis; Percutaneous; Surgery; Brachial artery; Radial artery; Fistula; Arteriovenous Anastomosis; Forearm; Hemodialysis access; Anastomosis; Artery; Internal medicine; Vascular access; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009002172,0.0003110034,0.0002849947,0.0005213641,0.0007704356,0.0009128628,0.0003977024,0.0006326911,0.002052222],"category_scores_gemma":[0.004054798,0.0002179042,0.0002963408,0.0004514251,0.0005831136,0.0008517921,0.0007132195,0.0005761129,0.0004749625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617702,"about_ca_system_score_gemma":0.0003637929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002184915,"about_ca_topic_score_gemma":0.000370678,"domain_scores_codex":[0.9991798,0.000260992,0.0001030022,0.0001251773,0.0001583214,0.0001726801],"domain_scores_gemma":[0.9972306,0.0009696232,0.0006637759,0.0001686979,0.0002166918,0.0007505487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003587662,0.001239981,0.904059,0.0001547982,0.00009112972,0.04002773,0.004867246,0.0005759142,0.004810743,0.0003083427,0.001442006,0.04206438],"study_design_scores_gemma":[0.0001175639,0.004722245,0.4179553,0.000140742,0.0001025622,0.5554452,0.004013169,0.001588631,0.005367477,0.0004549822,0.009992498,0.00009960923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980395,0.000470812,0.0004315883,0.00009868221,0.000009824982,0.00001086465,0.00002464118,0.00001310965,0.000900879],"genre_scores_gemma":[0.9988764,0.0003121153,0.0004202134,0.00007617254,0.00003032891,0.000008917596,0.00005239308,0.000005355649,0.0002179958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002052222,"threshold_uncertainty_score":0.006865323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05803577541609549,"score_gpt":0.387861035654666,"score_spread":0.3298252602385705,"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."}}