{"id":"W2040947621","doi":"10.1053/j.semdp.2005.11.004","title":"An immunohistochemical approach to the differential diagnosis of renal tumors","year":2005,"lang":"en","type":"review","venue":"Seminars in Diagnostic Pathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Pathology; Differential diagnosis; Immunohistochemistry; Chromophobe cell; Renal cell carcinoma; Cytokeratin; Clear cell; Surgical pathology; Medicine; H&E stain; Metastatic carcinoma; Anatomical pathology; Oncocytoma; Carcinoma","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":[0.0004921056,0.0007186902,0.003066342,0.0005011954,0.00005222073,0.00001171718,0.0007443063,0.0006270845,0.00009678701],"category_scores_gemma":[0.002406889,0.0004682713,0.0006343621,0.0005581107,0.0003631474,0.00003067841,0.0002634487,0.000958151,0.00007201379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005777444,"about_ca_system_score_gemma":0.0003208808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003389198,"about_ca_topic_score_gemma":0.000006257385,"domain_scores_codex":[0.9958935,0.0006065345,0.00143387,0.0009763425,0.000436088,0.0006536471],"domain_scores_gemma":[0.9946825,0.002948561,0.0004567052,0.001568974,0.000070373,0.0002729096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000853158,0.002572135,0.0008410548,0.003402907,0.0001518779,0.001766596,0.0006255308,0.00001716551,0.00005799394,0.00007741492,0.002097006,0.988305],"study_design_scores_gemma":[0.003270239,0.005552908,0.006738266,0.07183092,0.01052199,0.01461491,0.0002544318,0.00005043422,0.0009229029,0.00008074364,0.8840321,0.002130117],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01880277,0.9769053,0.00007806336,0.00008247931,0.0002378931,0.002761732,0.0001181029,0.00003446194,0.0009792103],"genre_scores_gemma":[0.01314747,0.9804649,0.001626224,0.00009746911,0.0004567989,0.003312375,0.0006853141,0.0001078522,0.0001016533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9861749,"threshold_uncertainty_score":0.9997769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480548219853811,"score_gpt":0.3290436473320621,"score_spread":0.294238165133524,"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."}}