{"id":"W1440322949","doi":"10.1055/s-2004-861560","title":"Management of Transplant Renal Artery Stenosis","year":2005,"lang":"en","type":"article","venue":"Seminars in Interventional Radiology","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Stenosis; Angioplasty; Complication; Radiology; Renal artery stenosis; Angiography; Transplantation; Stent; Catheter; Surgery; Renal artery; Internal medicine; Kidney","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":[0.0002888394,0.00009222433,0.0002680278,0.0001529326,0.00001229293,0.000001592695,0.00009162741,0.00007599311,0.0003231333],"category_scores_gemma":[0.000008940732,0.00007575582,0.000261344,0.00008645089,0.000111908,0.00003251333,0.00002717993,0.000121177,0.00002376016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004906836,"about_ca_system_score_gemma":0.00000940423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003082377,"about_ca_topic_score_gemma":0.000004328158,"domain_scores_codex":[0.9990885,0.00006122993,0.0003808369,0.0001838095,0.0001227604,0.0001628297],"domain_scores_gemma":[0.9997,0.0000396367,0.00006226409,0.0001408463,0.00002431227,0.00003300971],"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":[0.004744974,0.0056453,0.4431552,0.002599734,0.003196831,0.006869672,0.001879266,0.001264143,0.02793679,0.04398872,0.01142984,0.4472896],"study_design_scores_gemma":[0.004071067,0.001877965,0.9682403,0.004300736,0.0002395683,0.003520328,0.0003559452,0.0003064665,0.00853354,0.002235252,0.006081889,0.000236983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917868,0.002727974,0.0009306459,0.0006760632,0.0001081454,0.0001559986,0.00001449075,0.00001592324,0.003583957],"genre_scores_gemma":[0.9921188,0.0008462457,0.00523395,0.00006331253,0.00006286856,0.00003286911,0.00005022767,0.000006646569,0.00158502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5250851,"threshold_uncertainty_score":0.3538083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957047697365394,"score_gpt":0.2889378746921573,"score_spread":0.2693673977185034,"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."}}