{"id":"W2125783276","doi":"10.1016/j.jvir.2009.12.395","title":"Effectiveness of Stent-graft Placement for Salvage of Dysfunctional Arteriovenous Hemodialysis Fistulas","year":2010,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Mount Sinai Hospital","funders":"Genentech","keywords":"Medicine; Hemodialysis; Surgery; Stent; Restenosis; Univariate analysis; Fistula; Stenosis; Radiology; 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":[0.0007767421,0.0005649347,0.001273806,0.001320337,0.0005717507,0.0008045477,0.0006624859,0.000940848,0.001937498],"category_scores_gemma":[0.002955717,0.0001607004,0.001040544,0.0005339121,0.0004705462,0.0007274796,0.000291643,0.001004085,0.0003237999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004435291,"about_ca_system_score_gemma":0.0004818729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007610364,"about_ca_topic_score_gemma":0.001354671,"domain_scores_codex":[0.9994137,0.0002706194,0.00006433626,0.00006181707,0.00008531904,0.0001042434],"domain_scores_gemma":[0.9979507,0.001130929,0.0002181665,0.0001305165,0.000119244,0.0004504742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1920527,0.01744187,0.1391131,0.001914819,0.002697014,0.01284372,0.000804038,0.00790657,0.02767063,0.001043939,0.001991276,0.5945203],"study_design_scores_gemma":[0.008695584,0.190033,0.6631764,0.001192623,0.007498478,0.04526084,0.001470222,0.02352239,0.04946231,0.002236553,0.007152942,0.0002987572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922507,0.005615866,0.0004404263,0.0001517469,0.0001225423,0.00002363613,0.00010932,0.00003323103,0.0012524],"genre_scores_gemma":[0.9981894,0.001032078,0.0002722821,0.00006675717,0.0001532832,0.000005906886,0.000103588,0.000007183021,0.0001695702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001937498,"threshold_uncertainty_score":0.006481588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899342386850524,"score_gpt":0.329555999395053,"score_spread":0.3105625755265478,"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."}}