{"id":"W2937415012","doi":"10.1148/radiol.2019181830","title":"CT of Kidney Volume in Autosomal Dominant Polycystic Kidney Disease: Accuracy, Reproducibility, and Radiation Dose","year":2019,"lang":"en","type":"article","venue":"Radiology","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Intraclass correlation; Reproducibility; Nuclear medicine; Standard deviation; Standard error; Radiology; Gold standard (test); Autosomal dominant polycystic kidney disease; Mathematics; Cyst; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006260895,0.0004055563,0.0004284348,0.001305923,0.0002755401,0.001297291,0.0008013574,0.0004811585,0.0003236111],"category_scores_gemma":[0.01862732,0.0004005546,0.0004293736,0.000980948,0.0005230443,0.0007244626,0.0006942794,0.0003806451,0.0001172244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003907084,"about_ca_system_score_gemma":0.0002860326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514475,"about_ca_topic_score_gemma":0.002457052,"domain_scores_codex":[0.9958678,0.00196693,0.0004206144,0.0005902366,0.001065755,0.00008868131],"domain_scores_gemma":[0.9885445,0.005623767,0.002907094,0.001359615,0.001404743,0.0001602483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005951522,0.00003106295,0.9692158,0.00008511652,0.0001973874,0.00009834762,0.0001910074,0.001621983,0.003685508,0.0001110861,0.0001314154,0.02403616],"study_design_scores_gemma":[0.00003227718,0.0004070784,0.9720802,0.00005785301,0.000217412,0.002812307,0.0002406784,0.01425564,0.008980412,0.0003404808,0.0005435987,0.00003202011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878944,0.001722437,0.009334587,0.00005798702,0.00001506614,0.00002911739,0.0001622735,0.00007447493,0.0007096999],"genre_scores_gemma":[0.9927332,0.0001963689,0.006841061,0.00001784643,0.0000120843,0.00001505599,0.00009489652,0.00002090389,0.00006846426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006260895,"threshold_uncertainty_score":0.03311121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005723100115857774,"score_gpt":0.2416154930445565,"score_spread":0.2358923929286987,"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."}}