{"id":"W2401884997","doi":"10.1007/s00345-016-1848-9","title":"Promising role of preoperative neutrophil-to-lymphocyte ratio in patients treated with radical nephroureterectomy","year":2016,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"Medizinische Universität Wien; European Association of Urology; Universität Wien","keywords":"Medicine; Neutrophil to lymphocyte ratio; Lymphovascular invasion; Internal medicine; Proportional hazards model; Lymphadenectomy; Oncology; Retrospective cohort study; Nephrology; Cohort; Cancer; Pathological; T-stage; Urology; Metastasis; Lymphocyte","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":[0.0002324052,0.0001551638,0.0004776861,0.0005545831,0.00002502787,0.000006486131,0.0001223737,0.00007010766,0.0001336555],"category_scores_gemma":[0.0001212007,0.00009038144,0.00008377836,0.0003276228,0.0001810924,0.0001248816,0.00003359958,0.0001543905,0.000005611731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734873,"about_ca_system_score_gemma":0.0002638012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003843242,"about_ca_topic_score_gemma":0.00001610091,"domain_scores_codex":[0.9984941,0.0002295678,0.0005935045,0.0001680724,0.0002673194,0.0002473852],"domain_scores_gemma":[0.9988425,0.00009624975,0.000349118,0.000161395,0.0003495862,0.0002011304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02009807,0.0003333623,0.9481037,0.00001787937,0.000233745,0.000179755,0.0003008607,0.00001154328,0.02055314,0.00004378288,0.0001689371,0.009955171],"study_design_scores_gemma":[0.01347551,0.00359649,0.965674,0.0003135654,0.0002129768,0.0001357516,0.00001929109,0.00004209555,0.01471863,0.00005394276,0.001630474,0.0001272906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974735,0.0002293125,0.00006180886,0.001358009,0.00005708404,0.000420087,0.000004166998,0.000008120111,0.0003878876],"genre_scores_gemma":[0.9983414,0.00001616343,0.001102977,0.0003587545,0.00008683022,0.00001070481,0.000001371712,0.0000216993,0.00006008238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01757023,"threshold_uncertainty_score":0.3685648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005995315832086592,"score_gpt":0.2277281822581517,"score_spread":0.2217328664260651,"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."}}