{"id":"W4248319477","doi":"10.1002/9780471420194.tnmc80","title":"Urological Tumours","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Wilms tumour; Medicine; Pathology; Wilms' tumor","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002302376,0.0001612846,0.0001591685,0.00002805383,0.00003077355,0.000008927528,0.0002638283,0.0005387159,0.001315234],"category_scores_gemma":[0.00002926813,0.0001166473,0.00009684559,0.00001236373,0.0001071891,2.516134e-7,0.00007835827,0.0001647798,0.000095607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004515907,"about_ca_system_score_gemma":0.00005525297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003182414,"about_ca_topic_score_gemma":0.00006819572,"domain_scores_codex":[0.9994134,0.00001518073,0.00006789932,0.0002692443,0.00007301628,0.0001612252],"domain_scores_gemma":[0.9994259,0.000001550593,0.0001173311,0.0003793376,0.00001180086,0.00006407714],"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":[0.00001874508,0.00003051461,0.00003348841,0.00001051497,0.00005960551,0.00001769067,7.007285e-7,0.000001582033,0.002169195,0.000005489924,0.9939998,0.003652627],"study_design_scores_gemma":[0.0001970172,0.0001169072,0.000109144,0.0000565513,0.00002381236,0.00001543975,0.000001009078,0.000002638494,0.0004738522,0.00001149829,0.9988261,0.0001659903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001040331,0.00704866,0.00003647093,0.0003933553,0.0005817839,0.0001369398,0.00146079,0.00005941637,0.9892423],"genre_scores_gemma":[0.001716417,0.003374793,0.0002368741,0.0003522159,0.001840378,0.000006333822,0.002989991,0.000145717,0.9893373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.004826294,"threshold_uncertainty_score":0.9995977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009704987439727529,"score_gpt":0.2710701606638706,"score_spread":0.261365173224143,"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."}}