{"id":"W2149369845","doi":"10.1111/j.1525-139x.2006.00185.x","title":"Editorials: The Cardiovascular Effects of Arteriovenous Fistulas in Chronic Kidney Disease: A Cause for Concern?","year":2006,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Cardiology; Exacerbation; Internal medicine; Arteriovenous fistula; Stenosis; Kidney disease; Ischemia; Disease; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001851932,0.0006551847,0.004778428,0.0005116989,0.000305035,0.00001953308,0.0007410455,0.0007296609,0.00004898954],"category_scores_gemma":[0.001497541,0.0004718241,0.003500999,0.00115408,0.0001647073,0.00006022658,0.0002066377,0.0008962238,0.00002582584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002471478,"about_ca_system_score_gemma":0.002867874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892891,"about_ca_topic_score_gemma":0.001371585,"domain_scores_codex":[0.9936174,0.001922083,0.001946887,0.0008380591,0.0006029049,0.001072706],"domain_scores_gemma":[0.9932365,0.003850174,0.0009373143,0.001611509,0.0001185226,0.0002459526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001182946,0.0006661868,0.0006433342,0.1864165,0.004725813,0.0002158953,0.003476822,0.0002141109,0.000004522074,0.00008149051,0.05735487,0.7460822],"study_design_scores_gemma":[0.001193066,0.00008319201,0.00004775338,0.03240258,0.01009931,6.813704e-7,0.00006380587,0.00003379372,0.000001683,0.0001200869,0.9555193,0.000434712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000190303,0.9877657,0.0000559359,0.00005824893,0.00509495,0.006012411,0.0006973672,0.00002937347,0.00009571222],"genre_scores_gemma":[0.0002840936,0.986412,0.00003187624,0.00006254878,0.007313609,0.004687487,0.0007414621,0.000123223,0.0003436528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8981645,"threshold_uncertainty_score":0.9997733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258789900316851,"score_gpt":0.3800062785990321,"score_spread":0.3374183795958636,"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."}}