{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001364591,0.0001818795,0.0003295908,0.0005848121,0.0004111342,0.0006254358,0.000378687,0.0002749156,0.0005419305],"category_scores_gemma":[0.002603825,0.000186076,0.0003123757,0.001231689,0.000357508,0.0003919844,0.0004542166,0.0003284844,0.0001070578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812409,"about_ca_system_score_gemma":0.0006565271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006548934,"about_ca_topic_score_gemma":0.009632124,"domain_scores_codex":[0.9992039,0.0002313808,0.0001363493,0.000149679,0.0001669175,0.0001117854],"domain_scores_gemma":[0.997197,0.000495229,0.001446953,0.0002256786,0.000320293,0.0003149092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007812415,0.000006127706,0.9995055,0.000003926863,0.00001758514,0.00002265089,0.00001857538,0.00001394554,0.00003895503,0.000002393519,0.00001562863,0.0002765572],"study_design_scores_gemma":[0.000005661866,0.0001272329,0.9990465,0.000005865665,0.00004032349,0.0003069462,0.0001293159,0.0001110569,0.00005214481,0.000007206282,0.0001645059,0.000003239717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991066,0.0004200595,0.00005480957,0.00001824735,0.000002891504,0.000009536672,0.0001943279,0.000001712153,0.0001917707],"genre_scores_gemma":[0.9996899,0.00006600763,0.00003726068,0.00001114428,0.000003706008,0.000006020936,0.000159253,5.846205e-7,0.0000260676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006548934,"threshold_uncertainty_score":0.01302165,"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."}}