{"id":"W3094767496","doi":"10.3747/co.27.6573","title":"Prognostic Utility of Neutrophil-to-Lymphocyte Ratio in Patients with Metastatic Colorectal Cancer Treated Using Different Modalities","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Colorectal cancer; Proportional hazards model; Hazard ratio; Neutrophil to lymphocyte ratio; Metastasectomy; Oncology; Multivariate analysis; Absolute neutrophil count; Receiver operating characteristic; Gastroenterology; Cancer; Chemotherapy; Lymphocyte; Confidence interval; Neutropenia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008325966,0.0002430859,0.0007125664,0.0001518699,0.00003675477,0.000007121906,0.0001037932,0.00006341968,0.0001334736],"category_scores_gemma":[0.0001921935,0.0001879247,0.00008163282,0.000380578,0.0001911866,0.00005870097,0.0000828027,0.0001530168,0.000003379123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004642643,"about_ca_system_score_gemma":0.000523193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004480418,"about_ca_topic_score_gemma":0.00003895233,"domain_scores_codex":[0.998253,0.0002399186,0.0005071455,0.000376813,0.0002965806,0.000326478],"domain_scores_gemma":[0.9990118,0.0001144054,0.0001977347,0.0001459576,0.0002556894,0.0002744361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006822025,0.001208403,0.9821643,0.0006038629,0.0001846589,0.00002524481,0.0008461392,0.00005199974,0.0005668059,0.00001352222,0.00004792395,0.007465096],"study_design_scores_gemma":[0.006823937,0.001568068,0.9781641,0.0002788284,0.0005562308,0.000001765717,0.0001220725,0.009440244,0.002719603,0.000008315351,0.0001423217,0.0001744494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968445,0.000443921,0.00009795142,0.0002398079,0.000225011,0.001926945,0.0001304375,0.00004102747,0.00005034517],"genre_scores_gemma":[0.9992093,0.00001811529,0.0002570762,0.00009973052,0.0000502609,0.0002605907,0.0000784424,0.00002498436,0.000001452579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009388245,"threshold_uncertainty_score":0.7663345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09096074221343073,"score_gpt":0.357664020519263,"score_spread":0.2667032783058323,"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."}}