{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002316246,0.0003929581,0.0002829385,0.0007123384,0.0005690631,0.0003020318,0.0002537061,0.0003975125,0.001077564],"category_scores_gemma":[0.0009295315,0.0002433312,0.0002243227,0.0005914019,0.0005102263,0.0002476408,0.0003106369,0.0002452504,0.000202594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002338853,"about_ca_system_score_gemma":0.000273404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128413,"about_ca_topic_score_gemma":0.002370334,"domain_scores_codex":[0.9997657,0.00002860647,0.0000322482,0.00006919363,0.00005365657,0.00005053416],"domain_scores_gemma":[0.9994118,0.0001294153,0.0002404372,0.00004448773,0.00004366535,0.0001301938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003299729,0.00004697092,0.8999924,0.0001026628,0.00007789036,0.06822307,0.0002535101,0.0001894774,0.02399987,0.0001326584,0.0002396891,0.006411778],"study_design_scores_gemma":[0.00002469928,0.0001911379,0.6995292,0.0000125648,0.00005218228,0.2965555,0.000209735,0.0004756423,0.002447981,0.00009456092,0.0003977968,0.000009010713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988652,0.0003163395,0.0001586598,0.0000281463,0.000002776149,0.000008563138,0.0000355072,0.00001521047,0.0005694948],"genre_scores_gemma":[0.999745,0.00004729229,0.0001182671,0.000009800476,0.00000612318,0.000001981595,0.00003100969,0.000001362668,0.00003916091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00128413,"threshold_uncertainty_score":0.003604829,"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."}}