{"id":"W1959748419","doi":"10.1111/j.1365-2559.2010.03726.x","title":"Renal oncocytoma revisited: a clinicopathological study of 109 cases with emphasis on problematic diagnostic features","year":2010,"lang":"en","type":"article","venue":"Histopathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Oncocytoma; Renal oncocytoma; Nuclear atypia; Pathology; Medicine; Coagulative necrosis; Clear cell; Chromophobe cell; Histopathology; Adipose capsule of kidney; Atypia; Kidney; Carcinoma; Renal cell carcinoma; Immunohistochemistry; 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":[0.0005172822,0.0003259819,0.001069929,0.0002707953,0.00009059304,0.000008390486,0.0001530215,0.0002106901,0.0001600939],"category_scores_gemma":[0.001677493,0.0002070189,0.0001463321,0.0002446463,0.0003120329,0.00003121146,0.00006045889,0.00061058,0.00005566901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009978621,"about_ca_system_score_gemma":0.0001127121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004456598,"about_ca_topic_score_gemma":0.0001985785,"domain_scores_codex":[0.997638,0.0003664746,0.0006501268,0.0006262519,0.0003895155,0.0003296172],"domain_scores_gemma":[0.997053,0.001370136,0.00035202,0.0008991113,0.000145176,0.0001805461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006151041,0.01586631,0.7702649,0.0005267479,0.00006524746,0.130433,0.003638215,0.00001966902,0.06229644,0.0005536634,0.002367958,0.007816823],"study_design_scores_gemma":[0.003882474,0.03730998,0.9366904,0.0002195665,0.000645701,0.01901027,0.0002201144,0.000002227546,0.001458871,0.0000584749,0.0003056771,0.0001961994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955711,0.0003332841,0.000009639512,0.0002253565,0.0001475032,0.001592176,0.0000125134,0.00008780523,0.002020666],"genre_scores_gemma":[0.9969822,0.00002125647,0.001882222,0.0002706638,0.0001229504,0.0002290821,0.00002629339,0.00003848078,0.0004269163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1664256,"threshold_uncertainty_score":0.8441986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294721836465377,"score_gpt":0.3099977153801894,"score_spread":0.2770504970155357,"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."}}