{"id":"W4408070247","doi":"10.1111/his.15436","title":"Diagnostic accuracy and clinical outcomes of patients diagnosed with clear cell papillary renal cell tumour at renal mass biopsy","year":2025,"lang":"en","type":"article","venue":"Histopathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Renal mass; Medicine; Papillary renal cell carcinomas; Biopsy; Pathology; Radiology; Clear cell; Kidney; Renal cell carcinoma; Internal medicine; Nephrectomy","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":[0.00165861,0.0002709641,0.0003781846,0.001650151,0.0004701636,0.0009469683,0.0005964101,0.0006962672,0.001069051],"category_scores_gemma":[0.01544452,0.000227884,0.0002953854,0.0007114321,0.0006907594,0.0008158502,0.0007999708,0.0004680786,0.0003852272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005594688,"about_ca_system_score_gemma":0.0003371139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384422,"about_ca_topic_score_gemma":0.002162677,"domain_scores_codex":[0.99849,0.0003372967,0.0002294857,0.0002950161,0.0004349333,0.0002132552],"domain_scores_gemma":[0.9922135,0.002803168,0.002576984,0.0003492018,0.001229152,0.0008278856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000050594,0.000005459277,0.9987338,0.000003303866,0.000006062819,0.0001606064,0.00003461608,0.00004029834,0.0001094587,0.000003880732,0.00002956951,0.0008224119],"study_design_scores_gemma":[0.000005104356,0.0001119035,0.9951557,0.0000102595,0.00002600667,0.003184467,0.0002096566,0.00085962,0.0002983547,0.00002823983,0.0001048264,0.000005948454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987991,0.0003542471,0.0001386663,0.00005148726,0.000009053526,0.000006410098,0.0001046509,0.00000821633,0.000528123],"genre_scores_gemma":[0.9996699,0.00004759631,0.00009140388,0.00001017616,0.000009931922,0.000002665554,0.0001462831,0.000001905407,0.00002018022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002384422,"threshold_uncertainty_score":0.008771658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349778349387943,"score_gpt":0.2690765506323787,"score_spread":0.2555787671384993,"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."}}