{"id":"W2403464392","doi":"10.1158/1538-7445.sabcs15-p2-08-05","title":"Abstract P2-08-05: Association between the neutrophil-to-lymphocyte ratio (NLR) and the 21-gene recurrence score","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Estrogen receptor; Lymph node; Oncology; Neutrophil to lymphocyte ratio; Progesterone receptor; Cancer; Stage (stratigraphy); Gastroenterology; Pathology; Lymphocyte; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486544,0.0001301419,0.0002509925,0.00007931952,0.0003387341,0.00008610423,0.0001929162,0.00007031961,0.0002255719],"category_scores_gemma":[0.0003919559,0.00005603117,0.00007218936,0.0003432299,0.000238148,0.00007407786,0.0001174504,0.0002594625,0.0001380775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427175,"about_ca_system_score_gemma":0.0005210359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470688,"about_ca_topic_score_gemma":0.0002784441,"domain_scores_codex":[0.99801,0.0001682648,0.0002181729,0.000351701,0.0007997733,0.0004520931],"domain_scores_gemma":[0.9976912,0.00124653,0.0000806956,0.0004459457,0.0003522492,0.0001833375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002233276,0.0001823263,0.4533965,0.0001620273,0.0007127118,0.00004610157,0.001860971,0.00001112117,0.02059771,0.0012786,0.08916012,0.4303586],"study_design_scores_gemma":[0.005855615,0.0002626081,0.9145388,0.0003722616,0.0001246592,0.000004716251,0.00005816692,0.000004062151,0.0303214,0.0004308106,0.04790279,0.0001241429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989558,0.005168609,0.00001101918,0.09360831,0.0001952803,0.001233506,0.0001088635,0.00001944963,0.0006991657],"genre_scores_gemma":[0.988425,0.007843725,0.000009666484,0.0004609884,0.0009533641,0.000791476,0.000007944631,0.00002026865,0.001487593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4611423,"threshold_uncertainty_score":0.3732013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09691555961791676,"score_gpt":0.3996072334565641,"score_spread":0.3026916738386473,"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."}}