{"id":"W2998691307","doi":"10.1002/9780471420194.tnmc42.pub2","title":"Kidney","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Lymph node metastasis; Stage (stratigraphy); Metastasis; Lymph node; Medicine; Lymph; Pathology; Cancer; Internal medicine; Biology; Paleontology","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":["insufficient_payload"],"category_scores_codex":[0.00002470366,0.0002517221,0.0004190912,0.0001750631,0.00001032286,0.000005119364,0.00008345577,0.0003876105,0.08715901],"category_scores_gemma":[0.00007020726,0.0001869338,0.0001303907,0.00007340315,0.00005082908,0.000004980435,0.00003542798,0.0004260644,0.001757243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004506842,"about_ca_system_score_gemma":0.0002091765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001554066,"about_ca_topic_score_gemma":0.000151795,"domain_scores_codex":[0.9991459,0.0000102729,0.0001428903,0.0002785356,0.0002273961,0.0001950078],"domain_scores_gemma":[0.998927,0.00001225817,0.00009387724,0.0006086506,0.00002510726,0.0003330826],"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":[0.00002117663,0.0002599075,0.0001638255,0.0001302359,0.0001093767,0.0003042428,0.000007183608,5.130932e-9,0.0006487244,0.00001240434,0.9933912,0.004951775],"study_design_scores_gemma":[0.0008293111,0.0001525125,0.0007694266,0.0003503899,0.0002246027,0.0001062553,0.000002672488,0.000003456073,0.0002956938,0.000007676423,0.997107,0.0001510579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003902122,0.0007309561,0.000004801736,0.001154061,0.0004562204,0.0004212976,0.002109064,0.0003111952,0.9944222],"genre_scores_gemma":[0.000123284,0.0001283748,0.008453374,0.001298306,0.002139434,0.00001585847,0.00685952,0.0005527028,0.9804292],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08540177,"threshold_uncertainty_score":0.99902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052056704804813,"score_gpt":0.2891132070631041,"score_spread":0.268592640015056,"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."}}