{"id":"W4410330864","doi":"10.1111/hdi.13247","title":"Experience with Arteriovenous Fistula in Elderly Patients with Chronic Kidney Disease","year":2025,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Arteriovenous fistula; Hemodialysis; Kidney disease; Retrospective cohort study; Life expectancy; Complication; Single Center; Surgery; Internal medicine; Population","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":[0.0009414537,0.0001794807,0.0002521406,0.0003528659,0.0005617269,0.000417105,0.0001559403,0.00030418,0.001285627],"category_scores_gemma":[0.002555821,0.00009061271,0.0004211088,0.0003915379,0.0003160995,0.000564342,0.0005140408,0.0004171867,0.0002378465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002398757,"about_ca_system_score_gemma":0.0003073543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005646187,"about_ca_topic_score_gemma":0.0008298426,"domain_scores_codex":[0.9995841,0.0001317665,0.00005442382,0.00004483763,0.00008363274,0.0001011243],"domain_scores_gemma":[0.9983133,0.0004233238,0.0006269418,0.000084573,0.0001125888,0.0004392456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001609071,0.0001201056,0.9770575,0.00006928175,0.00005835778,0.003056025,0.0007751522,0.000115911,0.0006419665,0.00008649761,0.0005309301,0.01732743],"study_design_scores_gemma":[0.00004115323,0.001979473,0.9164477,0.0001499601,0.0001254115,0.07219487,0.001983632,0.0004344776,0.0007170605,0.000306391,0.005594897,0.00002502629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967018,0.001957194,0.0002871192,0.0001271676,0.00002426947,0.00000965881,0.00004984247,0.000007373904,0.0008356139],"genre_scores_gemma":[0.9983357,0.001071198,0.0002050304,0.00009086975,0.00005856114,0.00000866988,0.0000644006,0.000001767575,0.0001639185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001285627,"threshold_uncertainty_score":0.004978955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120487124387472,"score_gpt":0.3068033876688285,"score_spread":0.2947546752300813,"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."}}