{"id":"W2050239558","doi":"10.1053/j.ajkd.2014.07.010","title":"Vascular Access Type, Inflammatory Markers, and Mortality in Incident Hemodialysis Patients: The Choices for Healthy Outcomes in Caring for End-Stage Renal Disease (CHOICE) Study","year":2014,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":105,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality","keywords":"Medicine; Hemodialysis; End stage renal disease; Disease; Intensive care medicine; Vascular access; Renal replacement therapy; 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":[0.001378493,0.0002255559,0.00083158,0.0003146171,0.0003826524,0.00005002719,0.0003973708,0.00003557129,0.00003277947],"category_scores_gemma":[0.004421596,0.0001554217,0.0003161944,0.0003429687,0.0001396065,0.0003056948,0.0001343931,0.000275577,6.082476e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002579387,"about_ca_system_score_gemma":0.0008410934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361727,"about_ca_topic_score_gemma":0.002221975,"domain_scores_codex":[0.9968105,0.0008826499,0.001080688,0.0003013591,0.0004130056,0.000511779],"domain_scores_gemma":[0.9957979,0.001627202,0.00106617,0.0003535753,0.0002304448,0.0009247007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001047268,0.0007686425,0.9921786,0.0001875031,0.0002485029,0.000003046065,0.001173375,0.0001258762,0.000001704277,0.000009550373,0.0002649651,0.003990928],"study_design_scores_gemma":[0.003725289,0.0005722734,0.9894423,0.0001342204,0.0005464258,6.368049e-8,0.002000565,0.0002903733,4.017891e-7,0.0001118035,0.003007659,0.0001686281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966798,0.0001858464,0.0001339769,0.0007699691,0.0002325541,0.001756279,0.0002237402,0.000009691626,0.000008113178],"genre_scores_gemma":[0.9964581,0.0001515114,0.00006174167,0.002801982,0.000222851,0.0002175958,0.00004057476,0.00002919233,0.00001647352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0038223,"threshold_uncertainty_score":0.6337914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707354083813353,"score_gpt":0.3707406113827519,"score_spread":0.3436670705446184,"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."}}