{"id":"W2883005376","doi":"10.2217/bmm-2017-0321","title":"Prognostic Utility of Neutrophil-To-Lymphocyte and Platelets-To-Lymphocyte Ratio in Predicting Biochemical Recurrence Post Robotic Prostatectomy","year":2018,"lang":"en","type":"article","venue":"Biomarkers in Medicine","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Biochemical recurrence; breakpoint cluster region; Prostate cancer; Pathological; Prostate-specific antigen; Lymphocyte; Multivariate analysis; Urology; Platelet; Neutrophil to lymphocyte ratio; Internal medicine; Retrospective cohort study; Lymph node; Oncology; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001691146,0.000499989,0.001014458,0.0011444,0.0000891685,0.00001771378,0.0003267979,0.0002752082,0.0001257201],"category_scores_gemma":[0.004101438,0.0004404447,0.00007914699,0.00187778,0.001229601,0.0001307985,0.0002896413,0.0002749467,0.00002208259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109359,"about_ca_system_score_gemma":0.0005589834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003166297,"about_ca_topic_score_gemma":0.00007310368,"domain_scores_codex":[0.9957056,0.0002332923,0.001390723,0.001068323,0.0007728263,0.0008292262],"domain_scores_gemma":[0.9974792,0.0004277043,0.0002676508,0.0007048332,0.000419575,0.0007010284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01052233,0.0003630338,0.8749545,0.001338654,0.0002089822,0.0004067871,0.002137033,0.000003026952,0.091791,0.00001388238,0.001410236,0.01685051],"study_design_scores_gemma":[0.009051717,0.002013416,0.9458486,0.00604895,0.0002151821,0.0001886289,0.0006910519,0.006085824,0.02899023,0.00004247344,0.0003480699,0.0004758808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912211,0.001830599,0.0001618751,0.002204163,0.0005125317,0.003323542,0.00002976211,0.00009851284,0.000617873],"genre_scores_gemma":[0.9955345,0.0001147618,0.003052776,0.0006808536,0.0002607205,0.0002334036,0.00005305025,0.00005664459,0.00001330466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07089404,"threshold_uncertainty_score":0.9998047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736303364072094,"score_gpt":0.2897668610543593,"score_spread":0.2724038274136383,"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."}}