{"id":"W2922177938","doi":"10.1200/jco.2019.37.7_suppl.664","title":"Genomic and clinical determinants of recurrence in localized clear cell renal cell carcinoma (ccRCC).","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Clear cell renal cell carcinoma; BAP1; Internal medicine; PTEN; Proportional hazards model; Oncology; Renal cell carcinoma; Cancer; PI3K/AKT/mTOR pathway; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003776197,0.0001414188,0.0002296021,0.0004898219,0.0001851232,0.0002727814,0.0002315881,0.0003066498,0.001137795],"category_scores_gemma":[0.001488667,0.00008315009,0.0001904086,0.0005646502,0.0002074681,0.0001764394,0.0002135071,0.000241228,0.0001675469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003191287,"about_ca_system_score_gemma":0.0002858342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739591,"about_ca_topic_score_gemma":0.006902017,"domain_scores_codex":[0.999826,0.00004329587,0.00001969615,0.00004440171,0.00004155475,0.00002503837],"domain_scores_gemma":[0.9993284,0.0002222083,0.0002846354,0.00003841563,0.00005126704,0.00007516998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001495784,0.00001373956,0.9946078,0.00001582635,0.00003433612,0.0001340343,0.00002021165,0.0001827975,0.0007562308,0.00001335553,0.0001116797,0.003960483],"study_design_scores_gemma":[0.00001024733,0.00008619303,0.9978735,0.00000498832,0.00005237043,0.0007314947,0.00004857383,0.0006988061,0.0002733233,0.00004535561,0.0001723687,0.000002802549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989651,0.0004500071,0.0001564992,0.00004830844,0.000001558345,0.000005674324,0.0002517971,0.000004990706,0.0001160072],"genre_scores_gemma":[0.9994795,0.00005730322,0.0001133598,0.00001348002,0.000003422144,0.000003786437,0.0002784193,0.000001299323,0.0000494256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003739591,"threshold_uncertainty_score":0.007435679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09942283151706245,"score_gpt":0.4268646399002469,"score_spread":0.3274418083831845,"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."}}