{"id":"W1884846489","doi":"10.1111/j.1542-4758.2010.00503.x","title":"Arteriovenous fistula: end‐to‐end or end‐to side anastomosis?","year":2010,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dead end; Arteriovenous fistula; End-to-end principle; Hemodialysis; Anastomosis; End of history; Fistula; Surgery","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":[0.0007277844,0.0002280576,0.0004462711,0.0005835927,0.0002568208,0.0006139875,0.0001771122,0.0005218529,0.002000458],"category_scores_gemma":[0.002816588,0.0001017318,0.0003224777,0.0003408856,0.0005378377,0.0005732198,0.000355622,0.0004697279,0.0003560071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008787938,"about_ca_system_score_gemma":0.0001591442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007935439,"about_ca_topic_score_gemma":0.0001264366,"domain_scores_codex":[0.9996092,0.0001115388,0.00006206192,0.00007330438,0.0000539618,0.00008997686],"domain_scores_gemma":[0.9976748,0.001039026,0.0006781547,0.0001261062,0.0001109358,0.000370952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00101822,0.0001522553,0.9620764,0.0001186971,0.00009241562,0.009647937,0.0001321366,0.0001448533,0.002335026,0.0002159945,0.00008528613,0.0239807],"study_design_scores_gemma":[0.00009002809,0.003594867,0.8061868,0.0001311969,0.0002430316,0.1836746,0.0008363319,0.0007804233,0.002327985,0.0006384633,0.00146245,0.00003388003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974324,0.001050025,0.0005978781,0.00002813709,0.00002446346,0.000006306954,0.00002161934,0.000005752051,0.0008333878],"genre_scores_gemma":[0.9988549,0.0004152498,0.0004277291,0.00002946274,0.00008644886,0.000006008952,0.000049735,0.000003119306,0.0001274465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002000458,"threshold_uncertainty_score":0.006692171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321003728559395,"score_gpt":0.3527258340598857,"score_spread":0.3206254612039462,"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."}}