{"id":"W2162257829","doi":"10.1148/rg.305095222","title":"Renal Pyramids: Focused Sonography of Normal and Pathologic Processes","year":2010,"lang":"en","type":"article","venue":"Radiographics","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Echogenicity; Medicine; Radiology; Pathology; Ultrasound","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":[0.0002430934,0.0001373753,0.0003105086,0.0004201306,0.0001113821,0.000003463896,0.0000740054,0.0002729645,0.0000136204],"category_scores_gemma":[0.0001825192,0.0001074213,0.00009976183,0.0007487991,0.001563141,0.00005294821,0.00003817938,0.0004654096,8.633468e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.925826e-7,"about_ca_system_score_gemma":0.00005923249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005929574,"about_ca_topic_score_gemma":0.00005283686,"domain_scores_codex":[0.9992048,0.0000246048,0.0002044221,0.0002183801,0.0001132058,0.0002346169],"domain_scores_gemma":[0.9993458,0.0001476545,0.00009977056,0.0001905479,0.0001299718,0.00008629456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002943969,0.0001737209,0.9904305,0.0001005767,0.0003123521,0.00008038868,0.0002976271,1.564016e-7,0.005295518,0.0007033283,0.0008279504,0.00148345],"study_design_scores_gemma":[0.002096153,0.001312541,0.985341,0.000008751705,0.0007317316,0.000531964,0.00005509927,0.00001484028,0.001533397,0.00220729,0.005976302,0.0001909219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933745,0.00429357,0.00006339678,0.001052783,0.000126519,0.0001569283,0.00001084644,0.00007058772,0.0008508739],"genre_scores_gemma":[0.9935279,0.003860422,0.001924742,0.000483646,0.0001548963,0.00001789709,0.000007082504,0.000009292774,0.00001415896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005148352,"threshold_uncertainty_score":0.575946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010299096466401,"score_gpt":0.23734258516601,"score_spread":0.227043488699609,"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."}}