{"id":"W1977757168","doi":"10.1016/j.jvir.2010.01.044","title":"Review of Central Venous Disease in Hemodialysis Patients","year":2010,"lang":"en","type":"review","venue":"Journal of Vascular and Interventional Radiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Angioplasty; Percutaneous; Balloon; Hemodialysis; Stenosis; Surgery; Randomized controlled trial; Stent; Bare metal; Intensive care medicine; Radiology; Restenosis","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":[0.0007198899,0.0008354842,0.002234917,0.00562364,0.0003023124,0.001196245,0.0008882911,0.000980712,0.003098879],"category_scores_gemma":[0.00213624,0.00035059,0.001010905,0.005491016,0.0004479999,0.001412437,0.0006443279,0.0009366433,0.0005658476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278669,"about_ca_system_score_gemma":0.00210029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002698222,"about_ca_topic_score_gemma":0.005862506,"domain_scores_codex":[0.9994848,0.00008628512,0.0001956011,0.0000878084,0.0001175665,0.00002781613],"domain_scores_gemma":[0.9984562,0.0008088127,0.0003476466,0.0000225069,0.000281092,0.00008358515],"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":[0.000118493,0.0001076298,0.002379372,0.08445874,0.0005766835,0.0008533431,0.0001589085,0.0002037362,0.0008606348,0.0005555383,0.03958238,0.8701445],"study_design_scores_gemma":[0.0001124582,0.0003352793,0.02223895,0.08311274,0.004510021,0.01321999,0.0006065969,0.0002015594,0.0005789935,0.0008691391,0.8740972,0.0001170365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001640473,0.999204,0.00004153853,0.0001519703,0.0001535811,0.000003519502,0.0000281922,0.000002918844,0.0002502672],"genre_scores_gemma":[0.0009951758,0.9983848,0.0001076216,0.0001879497,0.0001889841,0.00000352061,0.00003182007,5.919765e-7,0.000099533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00562364,"threshold_uncertainty_score":0.0103668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970530391602049,"score_gpt":0.3868347595487931,"score_spread":0.3471294556327726,"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."}}