{"id":"W3152174919","doi":"10.1111/his.14382","title":"Perinephric myxoid pseudotumour of fat – first described case in allograft kidney, a mimicker of malignancy","year":2021,"lang":"en","type":"article","venue":"Histopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Malignancy; Adipose capsule of kidney; Medicine; Pathology; Kidney; General surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009750164,0.000158204,0.0005971054,0.0002022414,0.0000266802,0.000001733051,0.0000549284,0.0001113305,0.0003830401],"category_scores_gemma":[0.0002078261,0.0001459743,0.0001638798,0.0002811121,0.0001417206,0.00002360103,0.00006357321,0.0001080389,0.0000114514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009440001,"about_ca_system_score_gemma":0.0001379686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003466886,"about_ca_topic_score_gemma":0.0005334208,"domain_scores_codex":[0.9987966,0.00008793764,0.0004506484,0.0003139328,0.0001119482,0.00023891],"domain_scores_gemma":[0.9991464,0.00007339381,0.0001289511,0.0004081707,0.0001259348,0.0001171762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001336004,0.002256679,0.8063496,0.0003467817,0.00002316325,0.1206446,0.001689609,0.000002922212,0.06479098,0.0006451074,0.002300194,0.00081676],"study_design_scores_gemma":[0.005803109,0.000636221,0.9016125,0.0004063617,0.0003888432,0.05674265,0.0004880662,0.00003268048,0.02215691,0.0001714807,0.01132695,0.0002342389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908785,0.006703308,0.00001611023,0.001138965,0.0001684538,0.0002088639,0.00003858691,0.000015967,0.0008312966],"genre_scores_gemma":[0.995748,0.0003420214,0.003057453,0.0004074853,0.00002848047,0.00006752977,0.00004274015,0.00002098537,0.000285296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09526286,"threshold_uncertainty_score":0.5952659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951292693029158,"score_gpt":0.25910481380593,"score_spread":0.2395918868756385,"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."}}