{"id":"W2015489672","doi":"10.5489/cuaj.2096","title":"Prognostic factors for overall survival with targeted therapy in Chinese patients with metastatic renal cell carcinoma","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sunitinib; Sorafenib; Medicine; Internal medicine; Renal cell carcinoma; Oncology; Proportional hazards model; Multivariate analysis; Hepatocellular carcinoma; Metastasis; Bone metastasis; Univariate analysis; Targeted therapy; Gastroenterology; Urology; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003754733,0.0001851304,0.0001928899,0.0005542712,0.0003013242,0.0002412475,0.0001708105,0.0001971794,0.001062266],"category_scores_gemma":[0.001033052,0.00007355506,0.0002872353,0.0008146717,0.0002684463,0.0002263935,0.0001765107,0.0001699247,0.0001062283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003814723,"about_ca_system_score_gemma":0.0005809557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004392182,"about_ca_topic_score_gemma":0.004983575,"domain_scores_codex":[0.9998685,0.00002219097,0.00001482975,0.00002368978,0.00003809329,0.00003261436],"domain_scores_gemma":[0.999416,0.0001215963,0.0002840334,0.0000262757,0.00006541028,0.0000867005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008401913,0.000007056424,0.9978929,0.000008348761,0.00001661881,0.00008698498,0.00002819032,0.00006703043,0.0002502406,0.000007267738,0.00004408419,0.001507206],"study_design_scores_gemma":[0.000005760056,0.0000839928,0.9985806,0.000003525091,0.00003557924,0.0004342317,0.000057415,0.0003177428,0.0001636075,0.00002761412,0.0002869562,0.000002908817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989663,0.0004667099,0.00008557454,0.00004647108,0.000003979231,0.000004427635,0.0001481581,0.00000340372,0.0002749698],"genre_scores_gemma":[0.9995993,0.00008971627,0.00005981193,0.000009633915,0.000008989633,0.000003377912,0.0001553334,6.73831e-7,0.00007333072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004392182,"threshold_uncertainty_score":0.008733213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263472914659409,"score_gpt":0.2102765554595179,"score_spread":0.1976418263129238,"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."}}