{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003801813,0.0001793909,0.0003093022,0.00008116183,0.00002723206,0.000007920119,0.0001806133,0.0001000392,0.00007647178],"category_scores_gemma":[0.004138876,0.0001696057,0.0000839075,0.00009559238,0.0001712324,0.000006264162,0.0001398301,0.00007723754,0.00001938625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001967029,"about_ca_system_score_gemma":0.0006445716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006112517,"about_ca_topic_score_gemma":0.000002925601,"domain_scores_codex":[0.9981456,0.0001958092,0.0003626561,0.0009059404,0.00009012006,0.0002998616],"domain_scores_gemma":[0.9982721,0.00003548631,0.0001373229,0.0009818609,0.00003723609,0.0005359811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008049866,0.0001515829,0.516611,0.0001697889,0.00004587426,0.00001644827,0.00004540041,0.0000428756,0.4683928,0.00004983794,0.01239139,0.001277985],"study_design_scores_gemma":[0.002548906,0.0004660222,0.9325298,0.00004890675,0.00006211893,0.00008884915,0.00003405278,0.0005461814,0.02593039,0.0003704243,0.03705446,0.0003198792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946058,0.002954616,0.00004590446,0.001221022,0.0003740157,0.0004323295,0.0001536982,0.000008867295,0.0002037823],"genre_scores_gemma":[0.9973784,0.0003898275,0.0001312837,0.0008097473,0.0001864713,0.00002614779,0.0003785298,0.00001875666,0.0006808073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4424625,"threshold_uncertainty_score":0.6916318,"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."}}