{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008942293,0.0003558355,0.001390574,0.0001969512,0.001567028,0.0002023894,0.00220069,0.00009246849,0.0001051021],"category_scores_gemma":[0.007129227,0.0002326416,0.002178491,0.0002546489,0.0006719159,0.0007052297,0.0005145881,0.0004402888,0.000003138306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254268,"about_ca_system_score_gemma":0.001749626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009019929,"about_ca_topic_score_gemma":0.00005326474,"domain_scores_codex":[0.9960586,0.0003802985,0.001540017,0.0004554919,0.0008249694,0.0007406292],"domain_scores_gemma":[0.9920009,0.0004894742,0.004363451,0.001375058,0.000936771,0.0008343913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2639754,0.01591106,0.5777815,0.00186537,0.01444331,0.0001105146,0.01363702,0.0004461806,0.005606937,0.0002389884,0.02640411,0.07957964],"study_design_scores_gemma":[0.3274093,0.005877957,0.5870327,0.002514989,0.0124981,0.00004027441,0.003818842,0.001217436,0.004558184,0.001070515,0.05239107,0.001570572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795535,0.0003156424,0.003287024,0.005555438,0.001858182,0.005451661,0.003362412,0.00003571489,0.0005804751],"genre_scores_gemma":[0.9961387,0.000168185,0.0007919919,0.0009800633,0.001472945,0.0002188218,0.00003145147,0.00005966939,0.0001381531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07800907,"threshold_uncertainty_score":0.9997328,"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."}}