{"id":"W2589766713","doi":"10.1200/jco.2016.34.2_suppl.506","title":"FGFR2 expression to predict survival outcome in patients with metastatic papillary renal cell carcinoma.","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Fibroblast Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Immunohistochemistry; Papillary renal cell carcinomas; Renal cell carcinoma; Internal medicine; Fibroblast growth factor receptor 2; Oncology; Pathology; Receptor; Fibroblast growth factor","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":[0.002139498,0.000158334,0.0007223485,0.0001299339,0.00002365359,0.000007628583,0.0003782009,0.0002476418,0.00006085913],"category_scores_gemma":[0.00221583,0.00008504983,0.0001940961,0.0001076222,0.0001297068,0.00001472438,0.0002162996,0.0004043108,0.00001834559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006841728,"about_ca_system_score_gemma":0.0006174772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006069746,"about_ca_topic_score_gemma":0.00002803768,"domain_scores_codex":[0.9965073,0.0008246827,0.001526387,0.0002909763,0.0004986172,0.0003520181],"domain_scores_gemma":[0.9976609,0.0005975359,0.0006764821,0.0002813156,0.0003598114,0.0004239731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005531767,0.0007211089,0.937083,0.00001554014,0.00004118359,0.00007805783,0.0000118414,0.00001703436,0.04959624,0.00000193728,0.001857719,0.00504457],"study_design_scores_gemma":[0.008618922,0.02115813,0.9423837,0.00005879754,0.00002521599,0.000007467133,0.00001607158,0.000001255844,0.01557068,0.00001840733,0.01200232,0.00013901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976223,0.00005084438,0.0006879824,0.0006585345,0.0003833626,0.0002039449,0.00001663212,0.000002239912,0.0003741753],"genre_scores_gemma":[0.9968089,0.00002442168,0.002316164,0.0002437446,0.0003226425,0.000004500679,0.000005366296,0.00002378885,0.0002504392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03402556,"threshold_uncertainty_score":0.3468231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06661912753880815,"score_gpt":0.4007569702760367,"score_spread":0.3341378427372285,"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."}}