{"id":"W2527928993","doi":"10.1016/j.urology.2016.08.051","title":"“Zero-Ischemia” Laparoscopic-assisted Partial Nephrectomy for the Management of Selected Children With Wilms Tumor Following Neoadjuvant Chemotherapy","year":2016,"lang":"en","type":"article","venue":"Urology","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Nephrectomy; Wilms' tumor; Chemotherapy; Urology; Oncology; Internal medicine; Kidney","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":[],"consensus_categories":[],"category_scores_codex":[0.00008056084,0.000152274,0.0001833892,0.00001994905,0.00007187438,0.000005678659,0.0002066668,0.0001161613,0.00001797331],"category_scores_gemma":[0.000007182094,0.00007567789,0.0001046034,0.0001036669,0.0001178588,0.000002774915,0.00003832914,0.00005909066,0.000002205348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009781722,"about_ca_system_score_gemma":0.00004852217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001005056,"about_ca_topic_score_gemma":0.000006482591,"domain_scores_codex":[0.9991204,0.00002709092,0.0001756211,0.0002983277,0.0000894312,0.0002891041],"domain_scores_gemma":[0.9995111,0.00002182555,0.0001080601,0.0002701704,0.0000460054,0.00004285994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002400016,0.0001081008,0.01102239,0.00002886596,0.003397492,0.000008503758,0.0000346771,0.0001690541,0.9503318,0.000210052,0.002585771,0.02970329],"study_design_scores_gemma":[0.008028154,0.001425165,0.009679005,0.00004139292,0.0003477738,0.00005528342,0.00001269854,0.00004528048,0.9355505,0.00006852287,0.04448572,0.000260476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889733,0.0008094989,0.008374852,0.0008063243,0.000157841,0.0005799821,0.0000121983,0.00001812348,0.0002679037],"genre_scores_gemma":[0.9980264,0.0002075087,0.0004831347,0.0004696556,0.00009781624,0.0001788697,0.00002706493,0.00002552946,0.0004840385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04189995,"threshold_uncertainty_score":0.3086055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004147096363669881,"score_gpt":0.2171875564156212,"score_spread":0.2130404600519513,"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."}}