{"id":"W4242046377","doi":"10.1097/ju.0000000000000158","title":"Re: Is Routine Renal Tumor Biopsy Associated with Lower Rates of Benign Histology following Nephrectomy for Small Renal Masses?","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Nephrectomy; Medicine; Histology; Renal tumor; Urology; Renal biopsy; Biopsy; General surgery; Kidney; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002331457,0.0002238332,0.0005056127,0.001270811,0.0005305383,0.001311579,0.0005284358,0.002507044,0.0486775],"category_scores_gemma":[0.03411094,0.0002125687,0.0004109106,0.0009745382,0.000545438,0.001478095,0.0003158609,0.000999485,0.01218473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005123805,"about_ca_system_score_gemma":0.0008623304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00250741,"about_ca_topic_score_gemma":0.004356308,"domain_scores_codex":[0.9986456,0.0003443875,0.000255428,0.0001825119,0.0004535277,0.0001184214],"domain_scores_gemma":[0.9809225,0.006556387,0.004740455,0.0007195526,0.005645844,0.001415207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001180651,0.0001195723,0.183918,0.0008248599,0.0001387089,0.0008738895,0.0001378607,0.0000624451,0.0003964196,0.0004850558,0.6808193,0.1310432],"study_design_scores_gemma":[0.0004287872,0.0005698269,0.5863117,0.004698294,0.000562734,0.01446942,0.001454222,0.0007361893,0.001345355,0.004213108,0.3850364,0.0001739813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1425575,0.08431519,0.001558995,0.5882906,0.07284624,0.0001703576,0.01250057,0.0006060947,0.09715451],"genre_scores_gemma":[0.6601532,0.02743432,0.001920415,0.1166654,0.1255895,0.0001517119,0.006451134,0.000418795,0.06121562],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0486775,"threshold_uncertainty_score":0.1628425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420103223376767,"score_gpt":0.2629569475359447,"score_spread":0.238755915302177,"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."}}