{"id":"W2482095145","doi":"10.1200/jco.2015.33.7_suppl.490","title":"Can neutrophil-to-lymphocyte ratio be used to identify patients with metastatic renal cell carcinoma who may gain greater benefit from cytoreductive nephrectomy?","year":2015,"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":"BC Cancer Agency","funders":"","keywords":"Medicine; Renal cell carcinoma; Internal medicine; Nephrectomy; Multivariate analysis; Proportional hazards model; Log-rank test; Oncology; Gastroenterology; Urology; Kidney","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":[0.001151849,0.0002456944,0.000607393,0.0007976183,0.0001641819,0.0006880367,0.0004200658,0.0003628935,0.001148909],"category_scores_gemma":[0.004559757,0.0001032857,0.0003354018,0.0006651427,0.0002998601,0.000644186,0.0002838807,0.0004569973,0.0003591656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524569,"about_ca_system_score_gemma":0.0002724077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008151326,"about_ca_topic_score_gemma":0.001473353,"domain_scores_codex":[0.9995506,0.0001832765,0.00007073983,0.00007565162,0.00007257411,0.0000470243],"domain_scores_gemma":[0.9984772,0.0005266873,0.000614757,0.0000442932,0.0001570241,0.0001801042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00029074,0.00002140311,0.992161,0.00002361108,0.00003383334,0.00006343249,0.00001732566,0.00008436925,0.0001783268,0.00002105507,0.0002102661,0.006894712],"study_design_scores_gemma":[0.0000405619,0.0002700008,0.9957169,0.00004638667,0.00006930478,0.000588057,0.0001434406,0.00185617,0.0003587464,0.0001764562,0.0007257889,0.000008141366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944283,0.002592202,0.0006212245,0.0006466718,0.00003504246,0.00003885482,0.0004683952,0.00001285327,0.001156355],"genre_scores_gemma":[0.998626,0.0004303248,0.0003652339,0.00008483281,0.00002996126,0.00002065986,0.0003387957,0.000001603505,0.0001026507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001151849,"threshold_uncertainty_score":0.006091595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404506097971135,"score_gpt":0.4019643616674917,"score_spread":0.2615137518703782,"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."}}