{"id":"W3209027220","doi":"10.1177/20543581211048341","title":"Evolving Medical Imaging Techniques for the Assessment of Delayed Graft Function: A Narrative Review","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Radiology; Modalities; Medical imaging; Magnetic resonance imaging; Acute tubular necrosis; Contrast-enhanced ultrasound; Intensive care medicine; Renal function; Ultrasound; Medical physics; 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":[0.002180604,0.001018425,0.002066815,0.007091954,0.0004218189,0.001969408,0.001372241,0.001490486,0.003144347],"category_scores_gemma":[0.01059228,0.0004066188,0.001921498,0.004991358,0.0007557184,0.002396349,0.000970907,0.001344808,0.0006670706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103062,"about_ca_system_score_gemma":0.004211129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662288,"about_ca_topic_score_gemma":0.002642126,"domain_scores_codex":[0.9985871,0.0003140586,0.0005339172,0.0001661581,0.0003358565,0.00006301535],"domain_scores_gemma":[0.9912738,0.006295531,0.001321846,0.0001398356,0.0008576484,0.0001113398],"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":[0.0001468037,0.00005465491,0.001326201,0.4211244,0.0008108982,0.000814275,0.0004388294,0.0003855814,0.0006971878,0.003573595,0.03509103,0.5355365],"study_design_scores_gemma":[0.0000554216,0.0001881842,0.005481328,0.4393052,0.005220219,0.01032835,0.000623844,0.0003779726,0.0006477758,0.002968078,0.534693,0.0001107437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001245505,0.9987464,0.0001075342,0.000428329,0.0001778199,0.00001834856,0.00004662984,0.000005350205,0.0003449286],"genre_scores_gemma":[0.001518441,0.997321,0.0002656214,0.0004937287,0.0002435506,0.00002707256,0.0000478381,0.000002692204,0.0000801544],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007091954,"threshold_uncertainty_score":0.01153231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080605010428536,"score_gpt":0.4081112621196131,"score_spread":0.3673052120153278,"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."}}