{"id":"W3123392619","doi":"10.34067/kid.0006262020","title":"The Arteriovenous Fistula and Progression of Kidney Disease","year":2021,"lang":"en","type":"letter","venue":"Kidney360","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arteriovenous fistula; Medicine; Kidney disease; Disease; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001021067,0.0001264897,0.000320422,0.001057621,0.0004802874,0.001247286,0.0002725459,0.0006086981,0.002597383],"category_scores_gemma":[0.005840991,0.00008443468,0.0003326829,0.001576455,0.0004255354,0.0007326646,0.0006177594,0.001406395,0.0002207639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004900427,"about_ca_system_score_gemma":0.0005678107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003630244,"about_ca_topic_score_gemma":0.002813813,"domain_scores_codex":[0.9993188,0.0002053516,0.00009507533,0.0001467565,0.0001566995,0.00007733301],"domain_scores_gemma":[0.9972711,0.0007353699,0.001153368,0.000135385,0.0003522755,0.0003524919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000308361,0.00007783239,0.9499174,0.0003348375,0.0002191143,0.0003730815,0.0001601342,0.0001458237,0.0001481867,0.002291132,0.004354338,0.04166971],"study_design_scores_gemma":[0.00002028283,0.0001257778,0.9733171,0.000588682,0.0002284105,0.004740635,0.0002383334,0.0005131943,0.0001212482,0.004187348,0.01589275,0.00002615608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6516498,0.3022614,0.002937844,0.01287055,0.001431336,0.00005684294,0.002691878,0.0001530623,0.02594728],"genre_scores_gemma":[0.9731077,0.02306132,0.0008821137,0.0006487829,0.001005835,0.00001690991,0.0005322031,0.0000142697,0.0007307914],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003630244,"threshold_uncertainty_score":0.008689165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778163949983795,"score_gpt":0.3347918024095186,"score_spread":0.3070101629096806,"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."}}