{"id":"W2802549022","doi":"10.3233/blc-170133","title":"The Prognostic Role of the Change in Neutrophil-to-Lymphocyte Ratio During Neoadjuvant Chemotherapy in Patients with Muscle-Invasive Bladder Cancer: A Retrospective, Multi-Institutional Study","year":2018,"lang":"en","type":"article","venue":"Bladder Cancer","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Calgary","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Neutrophil to lymphocyte ratio; Bladder cancer; Proportional hazards model; Confidence interval; Chemotherapy; Multivariate analysis; Retrospective cohort study; Cancer; Gastroenterology; Lymphocyte; Oncology","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":[0.0001732166,0.0003101238,0.0003723885,0.0001657108,0.0002628682,0.00002687598,0.0002904834,0.00008139351,0.0001037765],"category_scores_gemma":[0.0001079069,0.0001794926,0.00008539481,0.0007984901,0.0003953694,0.0001392272,0.0001268322,0.0002056702,0.000005354727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009845666,"about_ca_system_score_gemma":0.0007875541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153599,"about_ca_topic_score_gemma":0.01341099,"domain_scores_codex":[0.9978106,0.0001140112,0.000432917,0.0005177717,0.000653167,0.0004715115],"domain_scores_gemma":[0.998662,0.0000471002,0.000217854,0.000524093,0.0004336156,0.00011535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002156702,0.0008572678,0.988003,0.00004454928,0.0002936828,0.00001398843,0.004450553,0.00003808036,0.0009393992,0.0000119703,0.00002930237,0.003161529],"study_design_scores_gemma":[0.01126695,0.0004145946,0.9833456,0.0005970693,0.0001213013,0.000001282346,0.0004723851,0.0002327004,0.003200597,0.000006351705,0.0001253827,0.0002158417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928375,0.0009946012,0.000002020977,0.0005741558,0.0003088691,0.005114325,0.00006426573,0.00002989844,0.00007437958],"genre_scores_gemma":[0.9960439,0.0001378741,0.00006629507,0.0004800766,0.0003129937,0.002873168,0.000003828221,0.00004960167,0.00003232942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011875,"threshold_uncertainty_score":0.7483644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081979037658264,"score_gpt":0.2633126317182661,"score_spread":0.2524928413416835,"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."}}