{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001841444,0.0009174866,0.001195728,0.000571773,0.001129384,0.001785295,0.00113252,0.001635974,0.002989908],"category_scores_gemma":[0.003429099,0.001250481,0.002064629,0.001544995,0.0006324813,0.001443231,0.00189916,0.002410324,0.0003977762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006490787,"about_ca_system_score_gemma":0.001065587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284714,"about_ca_topic_score_gemma":0.01680154,"domain_scores_codex":[0.9992133,0.0003313254,0.00006998394,0.0001445138,0.000114968,0.0001257727],"domain_scores_gemma":[0.9958543,0.000814204,0.001343276,0.0004859697,0.0002055148,0.001296796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003735261,0.0007718931,0.9926444,0.00002986023,0.000811827,0.00005983235,0.0001123567,0.0001222125,0.0003075243,0.00007372197,0.0003716304,0.0009593853],"study_design_scores_gemma":[0.0006116122,0.0008326247,0.996253,0.0000190078,0.0007460358,0.0001047423,0.0003920065,0.0003602729,0.00009330162,0.0001308963,0.0004286737,0.00002766668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979004,0.0002183796,0.00009636864,0.0001070664,0.00002271169,0.00003106186,0.001229941,0.000003839567,0.0003903161],"genre_scores_gemma":[0.9968247,0.000257297,0.0003277482,0.0001580346,0.00009855062,0.00008996049,0.001436994,0.000008075824,0.0007987189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284714,"threshold_uncertainty_score":0.02554476,"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."}}