{"id":"W2147615833","doi":"10.1111/sdi.12146","title":"Association of Vascular Access Type with Inflammatory Marker Levels in Maintenance Hemodialysis Patients","year":2013,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hemodialysis; Internal medicine; Central venous catheter; C-reactive protein; Cohort; Arteriovenous fistula; Gastroenterology; Inflammation; Surgery; Catheter","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003607613,0.0001592204,0.0003990041,0.0005289267,0.0002796598,0.0005029821,0.0002102318,0.000378039,0.0008633289],"category_scores_gemma":[0.001489291,0.0001334083,0.0003872957,0.0008413065,0.0001663898,0.0003090456,0.0002376828,0.0006330491,0.00007763792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901325,"about_ca_system_score_gemma":0.0001723052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430293,"about_ca_topic_score_gemma":0.001647826,"domain_scores_codex":[0.9996773,0.0000753,0.00005643335,0.00006759884,0.00006886221,0.0000544386],"domain_scores_gemma":[0.9987913,0.0002261277,0.000600105,0.00006461805,0.0001077071,0.000210151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001570512,0.00002444739,0.9988153,0.000007805484,0.00003635654,0.00007201594,0.00002459941,0.0000282209,0.0001777545,0.000008779256,0.00002821961,0.000619425],"study_design_scores_gemma":[0.00000474357,0.0001164084,0.9991534,0.000005096596,0.00002974819,0.000308234,0.00005823286,0.0001758203,0.00004501346,0.00002162628,0.00007864927,0.00000302843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989609,0.0005784453,0.00006705995,0.00003092945,0.000005607775,0.000003438304,0.00011664,0.000002796467,0.0002342835],"genre_scores_gemma":[0.9997076,0.00008509381,0.00004141149,0.0000143111,0.00001234739,0.00000342657,0.00008289478,7.128341e-7,0.00005208168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001430293,"threshold_uncertainty_score":0.002888143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629298822830458,"score_gpt":0.2971546792409178,"score_spread":0.2808616910126132,"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."}}