{"id":"W4303644501","doi":"10.1111/his.14816","title":"Low‐grade oncocytic tumour of the kidney is characterised by genetic alterations of <i>TSC1</i>, <i>TSC2</i>, <i>MTOR</i> or <i>PIK3CA</i> and consistent <scp>GATA3</scp> positivity","year":2022,"lang":"en","type":"article","venue":"Histopathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"TSC1; Chromophobe cell; Tuberous sclerosis; Oncocytoma; Immunohistochemistry; PTEN; Pathology; Biology; Renal cell carcinoma; TFE3; Cancer research; Eosinophilic; PI3K/AKT/mTOR pathway; TSC2; PAX8; Kidney cancer; Clear cell; Cancer; GATA3; Medicine; Gene; Gene expression; Genetics","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":[0.0001810616,0.0002433047,0.0002969645,0.0008709954,0.0002618313,0.0003625688,0.0002341914,0.0002405438,0.001280061],"category_scores_gemma":[0.00056725,0.0001417363,0.0001579728,0.0007547368,0.0004931805,0.0002222671,0.0004671831,0.000154276,0.0004301987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805504,"about_ca_system_score_gemma":0.0002318508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004510635,"about_ca_topic_score_gemma":0.001250383,"domain_scores_codex":[0.9998029,0.00002126761,0.00002369563,0.00004936268,0.00005769877,0.00004512011],"domain_scores_gemma":[0.9995511,0.0001243497,0.0001854036,0.00004137694,0.00003780627,0.00005992591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007295977,0.0001002155,0.5341887,0.0008161271,0.0001461815,0.03195202,0.0005279387,0.0002691266,0.3771277,0.0004887368,0.000382851,0.05327074],"study_design_scores_gemma":[0.00002449699,0.000510271,0.7418293,0.00003626665,0.00009863902,0.1845538,0.0004131292,0.0004489588,0.06516739,0.0003666891,0.006516422,0.0000345601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961821,0.00096521,0.001515036,0.00001599525,0.000004197375,0.0000193915,0.0002126759,0.00002687126,0.001058404],"genre_scores_gemma":[0.9977864,0.0004413581,0.0008340072,0.00001362402,0.000007019683,0.000008281343,0.0002669201,0.000005625303,0.0006367338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001280061,"threshold_uncertainty_score":0.004282236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401194690251801,"score_gpt":0.2282507106105543,"score_spread":0.2142387637080363,"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."}}