{"id":"W4411896362","doi":"10.1111/his.15505","title":"Renal cell carcinoma with fibromyomatous stroma (<scp>RCC FMS</scp>) and with hemangioblastoma‐like areas is part of the <scp>RCC FMS</scp> spectrum in patients with tuberous sclerosis complex","year":2025,"lang":"en","type":"article","venue":"Histopathology","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital; Western University; University of Toronto; London Health Sciences Centre","funders":"","keywords":"Tuberous sclerosis; Renal cell carcinoma; Nephrectomy; Pathology; Stroma; Immunohistochemistry; Medicine; Clear cell; Biology; Kidney; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003375562,0.0007183068,0.001338898,0.0006728139,0.0003489613,0.00004948587,0.0005985841,0.0002907208,0.00004554061],"category_scores_gemma":[0.0001496761,0.0004968292,0.0001513348,0.001295945,0.001653268,0.0001412965,0.0004597523,0.0008522562,0.00002091572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004669443,"about_ca_system_score_gemma":0.0005229485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006530631,"about_ca_topic_score_gemma":0.001336017,"domain_scores_codex":[0.9951484,0.0004060931,0.0007896452,0.001273544,0.001059113,0.001323219],"domain_scores_gemma":[0.9967375,0.0004873765,0.0004311763,0.001568167,0.0004300633,0.0003456645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004577498,0.0009488056,0.9732727,0.0003935466,0.00006369942,0.0002355352,0.001766266,0.00003159512,0.008539304,0.0001330793,0.0139747,0.0001830485],"study_design_scores_gemma":[0.00895952,0.004841933,0.9764782,0.0007051255,0.0002675408,0.0004237052,0.0005212863,0.00008011293,0.005130387,0.00005372716,0.002397619,0.0001408326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932901,0.0005752831,0.0001047076,0.0003889816,0.0001419844,0.001686541,0.0001184271,0.0001063318,0.003587606],"genre_scores_gemma":[0.9947701,0.00001657249,0.001278424,0.0006321661,0.00006399783,0.0001436004,0.00006626873,0.0001245162,0.002904344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157708,"threshold_uncertainty_score":0.9997483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436217101585585,"score_gpt":0.2116253654790577,"score_spread":0.1972631944632018,"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."}}