{"id":"W2217148288","doi":"10.5489/cuaj.3144","title":"Dilemmas in diagnosis and natural history of renal oncocytoma and implications for management","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oncocytoma; Renal oncocytoma; Medicine; Nephrectomy; Renal cell carcinoma; Natural history; Radiology; Cohort; Biopsy; Retrospective cohort study; Differential diagnosis; Surgery; Kidney; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009679651,0.0004209292,0.0006229131,0.002656939,0.00179872,0.002378817,0.001426377,0.002102191,0.001053012],"category_scores_gemma":[0.04857329,0.0003480943,0.0002957247,0.001408052,0.003678054,0.003806186,0.001315097,0.002401299,0.0003425267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002092868,"about_ca_system_score_gemma":0.002095493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004565964,"about_ca_topic_score_gemma":0.00507794,"domain_scores_codex":[0.995885,0.001788401,0.0004989663,0.0003586859,0.00103725,0.0004317242],"domain_scores_gemma":[0.9826492,0.009277905,0.004179789,0.0004493173,0.002024289,0.001419444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001134232,0.00008627803,0.9247019,0.0001193052,0.00002619748,0.0240288,0.001090393,0.0004832769,0.0004334227,0.001349468,0.003422868,0.04414469],"study_design_scores_gemma":[0.00005537789,0.0003253647,0.5158412,0.001410374,0.00008621363,0.4280194,0.02290369,0.00539186,0.0007463677,0.01715845,0.007891161,0.0001705032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913105,0.0276215,0.004266588,0.04773762,0.0005312739,0.00008306242,0.0002197484,0.00005965271,0.006375527],"genre_scores_gemma":[0.9906357,0.004514038,0.002474644,0.001097575,0.001019357,0.00002583734,0.00009809775,0.000008938944,0.0001258236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009679651,"threshold_uncertainty_score":0.05119145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396756681420378,"score_gpt":0.2553966698430428,"score_spread":0.215721001701005,"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."}}