{"id":"W2562597475","doi":"10.1681/asn.2016040412","title":"Complications of the Arteriovenous Fistula: A Systematic Review","year":2016,"lang":"en","type":"review","venue":"Journal of the American Society of Nephrology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Western University; McMaster University; London Health Sciences Centre","funders":"","keywords":"Medicine; Arteriovenous fistula; Fistula; Hemodialysis; MEDLINE; Cohort; Complication; Cohort study; Emergency medicine; Intensive care medicine; Systematic review; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001335329,0.0002710951,0.005085071,0.00004542269,0.000339116,0.000002281795,0.00152723,0.0001701382,0.00004721687],"category_scores_gemma":[0.0002005618,0.000110602,0.004794453,0.0005337637,0.0008462585,0.00002620193,0.0002960449,0.0009115885,0.00001702757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867122,"about_ca_system_score_gemma":0.0009716174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004049674,"about_ca_topic_score_gemma":0.000006906068,"domain_scores_codex":[0.9939551,0.002413268,0.002734256,0.0001588888,0.0003830669,0.0003553812],"domain_scores_gemma":[0.9817087,0.001354386,0.01533153,0.001112713,0.0004161865,0.00007650538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001155704,0.0002186999,0.00002030993,0.8768935,0.002876828,7.692461e-7,0.001209393,2.616284e-7,0.00006009112,0.00009158032,0.09061816,0.02799885],"study_design_scores_gemma":[0.0001480205,0.000135561,0.000193029,0.365781,0.00556836,0.000132972,0.0002103173,8.367742e-7,1.121242e-7,0.00008081678,0.6276476,0.0001013171],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007108781,0.9908552,0.00008913568,0.006645464,0.0002622638,0.001853788,0.0001082487,0.000004448027,0.0001104005],"genre_scores_gemma":[0.00008326821,0.990238,0.000199144,0.008963295,0.0002021081,0.0000603296,0.000001571054,0.0000310695,0.0002212327],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5370295,"threshold_uncertainty_score":0.4835334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06145690878395302,"score_gpt":0.3955564921796274,"score_spread":0.3340995833956744,"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."}}