{"id":"W2626607693","doi":"10.1053/j.ajkd.2017.03.026","title":"Endovascular Proximal Forearm Arteriovenous Fistula for Hemodialysis Access: Results of the Prospective, Multicenter Novel Endovascular Access Trial (NEAT)","year":2017,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Dalhousie University; St. Joseph's Hospital; Lakeridge Health; London Health Sciences Centre; St. Paul's Hospital","funders":"","keywords":"Medicine; Arteriovenous fistula; Hemodialysis; Dialysis; Surgery; Brachial artery; Forearm; Radial artery; Catheter; Thrombosis; Cephalic vein; Adverse effect; Fistula; Vein; Radiology; Artery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002462644,0.0006733128,0.000917674,0.0001759803,0.0002644254,0.001050554,0.0003712665,0.0005281513,0.001694264],"category_scores_gemma":[0.002980256,0.0003094787,0.0007742196,0.0002804384,0.0003890826,0.0008408356,0.0004300151,0.0007233666,0.0001886456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932552,"about_ca_system_score_gemma":0.0003911837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003414827,"about_ca_topic_score_gemma":0.0006260438,"domain_scores_codex":[0.9992678,0.0004181258,0.00005310649,0.0001250318,0.00007728445,0.00005859933],"domain_scores_gemma":[0.9987397,0.0003077957,0.0004091814,0.0001727781,0.0001085454,0.0002619502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8087399,0.008416026,0.1476967,0.0009494124,0.004460575,0.0001766866,0.0002560132,0.0008683882,0.002155002,0.0004418313,0.003643654,0.0221958],"study_design_scores_gemma":[0.5280984,0.09164117,0.3577427,0.0003274885,0.00897052,0.0008229582,0.000367252,0.003502955,0.001417654,0.001242919,0.005762226,0.0001036282],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961622,0.001179038,0.000256995,0.0001419195,0.00009080795,0.000362224,0.0007695571,0.0000120801,0.001025055],"genre_scores_gemma":[0.9949254,0.0007165305,0.0007194331,0.0002253913,0.0002432505,0.0006979685,0.001693393,0.000005385428,0.000773326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002462644,"threshold_uncertainty_score":0.01302385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04087480078244819,"score_gpt":0.3709864365304839,"score_spread":0.3301116357480356,"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."}}