{"id":"W4308052512","doi":"10.1111/vru.13184","title":"Shear wave elastography evaluation of cats with chronic kidney disease","year":2022,"lang":"en","type":"article","venue":"Veterinary Radiology & Ultrasound","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"North Carolina Translational and Clinical Sciences Institute, University of North Carolina at Chapel Hill","keywords":"Medicine; Elastography; Intraclass correlation; Kidney disease; Internal medicine; Prospective cohort study; Ultrasound; Radiology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007661629,0.0002799656,0.0004541294,0.0004732973,0.0003224553,0.000009988617,0.000155369,0.00005980678,0.001307444],"category_scores_gemma":[0.000167447,0.0002498672,0.0002403379,0.0007167822,0.0006002872,0.0001012876,0.00005236981,0.0004353616,0.000008413218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380137,"about_ca_system_score_gemma":0.0007846337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005775514,"about_ca_topic_score_gemma":0.000001594859,"domain_scores_codex":[0.9974487,0.0005124235,0.0003481219,0.0005480495,0.0006769199,0.0004657724],"domain_scores_gemma":[0.9984012,0.000225805,0.0001735103,0.0006320812,0.0001731286,0.0003942944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008181809,0.001699693,0.5138555,0.0005525675,0.001801229,0.0002619617,0.001896409,0.002662449,0.456508,0.0001670473,0.008802597,0.003610719],"study_design_scores_gemma":[0.01011817,0.0229968,0.8357445,0.0002243924,0.00280452,0.02412421,0.0007458294,0.000771401,0.0003654711,0.0005317812,0.1007145,0.0008584492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944691,0.002474078,0.0002880093,0.0003801408,0.0004164604,0.0006699738,0.0001649737,0.000104059,0.00103318],"genre_scores_gemma":[0.9970647,0.0001209597,0.001211994,0.0004930822,0.0001669204,0.0002915978,0.0005149247,0.00004944706,0.00008644805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4561425,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540473533389817,"score_gpt":0.2749034479879165,"score_spread":0.2494987126540183,"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."}}