{"id":"W3014392777","doi":"10.21037/tau.2020.03.03","title":"Wilms tumor: a review of current surgical controversies","year":2020,"lang":"en","type":"review","venue":"Translational Andrology and Urology","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Wilms' tumor; Cog; Overall survival; Wilms tumour; Clinical trial; Oncology; Disease; Internal medicine; Pediatric oncology; Intensive care medicine; Pediatrics; General surgery; Cancer","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":[0.0001342047,0.0002659142,0.001152181,0.00004821463,0.00004216247,0.000001994658,0.000140251,0.0003775484,0.00008869549],"category_scores_gemma":[0.00003360726,0.0001975814,0.0003752202,0.00008759526,0.0003579903,0.000002200732,0.00003931843,0.0003421724,0.000008715057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002914405,"about_ca_system_score_gemma":0.0002529065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001264327,"about_ca_topic_score_gemma":0.000001364112,"domain_scores_codex":[0.9985948,0.0002302539,0.0004889914,0.0004033645,0.00009173072,0.0001908279],"domain_scores_gemma":[0.999393,0.0001223883,0.0002323443,0.0001198835,0.00004499468,0.00008734701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004542801,0.00008409627,0.00005222798,0.05750504,0.001057299,0.00008847534,0.00001656468,0.000005500786,0.00001345127,0.003584257,0.004698521,0.9324403],"study_design_scores_gemma":[0.0004914952,0.0003785936,0.000003542492,0.002089849,0.0007316296,0.0007462042,3.531605e-7,0.000003702045,0.000002413564,0.0001396651,0.9952392,0.0001733455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001702534,0.997929,0.00005144365,0.0007899695,0.0001915452,0.0002968212,0.0001384287,0.000006497416,0.0005792252],"genre_scores_gemma":[0.0001501603,0.9982694,0.00001255198,0.0006906695,0.0002190746,0.00003245352,0.000575669,0.00001536709,0.00003468974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9905407,"threshold_uncertainty_score":0.8057134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810491033978314,"score_gpt":0.3076834997799476,"score_spread":0.2895785894401645,"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."}}