{"id":"W4391293393","doi":"10.1177/15443167231223551","title":"Accuracy of Duplex Ultrasound for Detecting Renal Artery Stenosis: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Journal for Vascular Ultrasound","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Duplex (building); Renal artery stenosis; Ultrasound; Stenosis; Medicine; Radiology; Renal artery; Internal medicine; Cardiology; Kidney; Chemistry","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":[0.01532399,0.00142303,0.009851465,0.01298537,0.0006860387,0.002790052,0.00228107,0.001869076,0.003142703],"category_scores_gemma":[0.09692731,0.001427779,0.007898375,0.01279105,0.001180296,0.002642771,0.001624721,0.0009483095,0.0002989227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004441794,"about_ca_system_score_gemma":0.01040751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003298,"about_ca_topic_score_gemma":0.02619769,"domain_scores_codex":[0.9811977,0.006412732,0.007635524,0.001380286,0.003077066,0.0002966817],"domain_scores_gemma":[0.8945909,0.0783912,0.01708616,0.001188397,0.008185086,0.0005582555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002235776,0.00000944869,0.002410998,0.9650258,0.01385944,0.00008001793,0.0002117533,0.00006857919,0.0001053747,0.00007333788,0.0006601788,0.0172715],"study_design_scores_gemma":[0.0004079579,0.0002588989,0.01086869,0.8415446,0.1387634,0.0005071684,0.0003752806,0.000154712,0.0002458177,0.0001803513,0.006642372,0.00005073524],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002875673,0.9953484,0.0001730257,0.0002002476,0.00008705036,0.000476297,0.0005859654,0.00000990099,0.0002435177],"genre_scores_gemma":[0.05368915,0.9424673,0.001436771,0.000488365,0.0001018652,0.001296598,0.000398788,0.000011037,0.0001100733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01532399,"threshold_uncertainty_score":0.08104199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0689541555936058,"score_gpt":0.3755948446799593,"score_spread":0.3066406890863536,"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."}}