{"id":"W2741560502","doi":"10.1186/s41100-017-0123-x","title":"An overview of AVF maturation and endothelial dysfunction in an advanced renal failure","year":2017,"lang":"en","type":"article","venue":"Renal Replacement Therapy","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Arteriovenous fistula; Hemodialysis; Fistula; Thrombosis; Dialysis; Internal medicine; Lumen (anatomy); Nephrology; Endothelial dysfunction; Kidney disease; Cardiology; Peritoneal dialysis; Surgery; Intensive care 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":[0.0007542382,0.0006037488,0.0008034334,0.003141859,0.0003828442,0.0009527558,0.0004408356,0.0008861062,0.001740631],"category_scores_gemma":[0.0009520874,0.0002063963,0.000846266,0.001533979,0.0002710655,0.001006765,0.0004622963,0.001333832,0.0004354361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668015,"about_ca_system_score_gemma":0.0006000944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612333,"about_ca_topic_score_gemma":0.001423518,"domain_scores_codex":[0.9996516,0.00008315648,0.00008128022,0.00006287274,0.00008179351,0.00003944514],"domain_scores_gemma":[0.999352,0.0002756868,0.000117762,0.00001326386,0.000172268,0.00006900261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005781039,0.0003811686,0.05209761,0.01394037,0.000609042,0.008462686,0.0004973654,0.0006754145,0.003407726,0.004307463,0.04003793,0.8750052],"study_design_scores_gemma":[0.00005681458,0.001550557,0.1286019,0.01442554,0.002577946,0.1095824,0.001184576,0.002193499,0.003104787,0.005961108,0.730556,0.0002048617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005321358,0.9873376,0.001237039,0.00207033,0.0004700182,0.00002482392,0.0001438898,0.00003815047,0.003356771],"genre_scores_gemma":[0.0452024,0.9467794,0.002462713,0.001160652,0.002241736,0.00004813736,0.0004001519,0.000007819261,0.001696926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003141859,"threshold_uncertainty_score":0.005823016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07494608730896796,"score_gpt":0.4074243608127195,"score_spread":0.3324782735037515,"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."}}