{"id":"W1973812608","doi":"10.1148/radiol.2381041433","title":"Radiation Exposure Reduction during Voiding Cystourethrography in a Pediatric Porcine Model of Vesicoureteral Reflux","year":2006,"lang":"en","type":"article","venue":"Radiology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"Radiological Society of North America","keywords":"Medicine; Fluoroscopy; Vesicoureteral reflux; Cystourethrography; Radiation exposure; Nuclear medicine; Radiology; Reflux; Dose area product; 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":[0.0009112348,0.0003866502,0.0006697588,0.0004837183,0.0001392394,0.0003380078,0.0003182983,0.0004155395,0.0006189266],"category_scores_gemma":[0.0009505878,0.0001675033,0.0004128986,0.0002536589,0.0004032039,0.0005559471,0.0002175762,0.0003730262,0.0001098986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000279093,"about_ca_system_score_gemma":0.0003860954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004033616,"about_ca_topic_score_gemma":0.0005438985,"domain_scores_codex":[0.9994641,0.0002091937,0.00003041108,0.00009111372,0.0001347317,0.00007051407],"domain_scores_gemma":[0.9992985,0.0002254139,0.000236343,0.000105957,0.00005164833,0.00008208801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01592836,0.002372951,0.01479834,0.0003803932,0.00009095344,0.0007956361,0.0002155139,0.002344394,0.9276806,0.0001239632,0.000241796,0.03502721],"study_design_scores_gemma":[0.0007828419,0.2441972,0.1034186,0.0001087494,0.0003616787,0.006168654,0.0004633343,0.009072118,0.6308771,0.00009268826,0.004384444,0.00007263614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960801,0.0008751204,0.002675998,0.00003536112,0.00001740276,0.00004812696,0.0000501977,0.00003197001,0.0001857387],"genre_scores_gemma":[0.9937477,0.0009218497,0.004684887,0.00004631203,0.00001780755,0.0001005004,0.0001945121,0.00001798116,0.0002684249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009112348,"threshold_uncertainty_score":0.004819155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00952491424083877,"score_gpt":0.2357668115394136,"score_spread":0.2262418972985749,"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."}}