{"id":"W2147709388","doi":"10.1016/j.juro.2008.03.063","title":"Risk Assessment of Incidentally Detected Complex Renal Cysts in Children: Potential Role for a Modification of the Bosniak Classification","year":2008,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Malignancy; Magnetic resonance imaging; Ultrasound; Cyst; Computed tomography; Cohort; Radiology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006333465,0.00009500924,0.0003121223,0.0001432832,0.00006593244,0.000001661635,0.0002153718,0.00007490977,0.00001531743],"category_scores_gemma":[0.00009848631,0.00005320559,0.0001594178,0.0001488758,0.0001824846,0.00003873484,0.00003251423,0.0002530245,4.772708e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104485,"about_ca_system_score_gemma":0.000196915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009197113,"about_ca_topic_score_gemma":0.00001970984,"domain_scores_codex":[0.9984125,0.0003903311,0.0006738612,0.00008655266,0.0003101539,0.0001266301],"domain_scores_gemma":[0.9980821,0.0001300973,0.001174293,0.0002778043,0.0002974535,0.00003822178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001980247,0.000304211,0.310762,0.00001156397,0.0002263395,0.00000428141,0.000407425,0.002140871,0.6832932,0.0000506772,0.00009095957,0.0007282031],"study_design_scores_gemma":[0.002774869,0.001502015,0.9743015,0.00001235572,0.0003922122,0.001634386,0.00005777847,0.007069762,0.01196333,0.0002454451,0.00001154824,0.00003482142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996178,0.0002500215,0.002091833,0.0007777139,0.00004820154,0.0005529232,0.00001241611,0.00000276883,0.00008614803],"genre_scores_gemma":[0.9988623,0.0001360819,0.0008517999,0.00003958161,0.00006882127,0.000007657221,0.000009349213,0.00001049568,0.00001385909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6713299,"threshold_uncertainty_score":0.2169661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021716228678411,"score_gpt":0.2897719088744746,"score_spread":0.2595547465876905,"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."}}