{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0050326,0.001066813,0.008142774,0.0006007997,0.000317409,0.0002658268,0.000630572,0.0005766758,0.00003476809],"category_scores_gemma":[0.01738653,0.0006382143,0.01157149,0.0006782124,0.0001252843,0.0002184571,0.00006319417,0.0012876,0.0000433455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003323218,"about_ca_system_score_gemma":0.0007689913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002643207,"about_ca_topic_score_gemma":0.000001651964,"domain_scores_codex":[0.9932638,0.0005076224,0.003694378,0.0007851095,0.0009573466,0.0007916847],"domain_scores_gemma":[0.9901823,0.004958134,0.002579703,0.001164424,0.0007804104,0.0003349608],"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":[0.00002546937,0.0001102197,7.039864e-7,0.9645128,0.008761792,0.0000805328,0.00007499874,0.000001178638,0.0001115051,0.00002804232,0.002307118,0.02398564],"study_design_scores_gemma":[0.0006956569,0.0005363522,9.058843e-7,0.6626571,0.08338095,0.02043912,0.0001015971,0.000003083447,0.00002159855,0.000179341,0.2315025,0.0004818051],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004033342,0.9837461,0.003741598,0.0000350121,0.0009736972,0.01111029,0.0002334011,0.00009132081,0.00002824038],"genre_scores_gemma":[0.00001481239,0.9930639,0.002848582,0.0001335941,0.001063282,0.001861833,0.000223529,0.0002508388,0.0005396185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3018557,"threshold_uncertainty_score":0.9996069,"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."}}