{"id":"W2773080639","doi":"10.1016/j.ejca.2017.11.012","title":"Neutrophil-lymphocyte ratio kinetics in patients with advanced solid tumours on phase I trials of PD-1/PD-L1 inhibitors","year":2017,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Cancer Research UK","keywords":"Hazard ratio; Medicine; Internal medicine; Confidence interval; Proportional hazards model; Univariate analysis; Neutrophil to lymphocyte ratio; Logistic regression; Lymphocyte; Multivariate analysis; Oncology; Gastroenterology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008180614,0.0003304853,0.000910537,0.000198257,0.0002205227,0.0007301706,0.0002305746,0.0003715188,0.001073975],"category_scores_gemma":[0.001834155,0.0001617139,0.0003313955,0.0002325322,0.0001866284,0.000650244,0.0002498909,0.0009648997,0.0002443586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004462254,"about_ca_system_score_gemma":0.0003551827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002720763,"about_ca_topic_score_gemma":0.0005025599,"domain_scores_codex":[0.9996259,0.0001379545,0.00003060426,0.00006888217,0.00005509349,0.00008148528],"domain_scores_gemma":[0.9988832,0.0004482516,0.0002633792,0.00005945951,0.00009046024,0.0002552104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1646532,0.001966577,0.5902975,0.0003651492,0.0009289976,0.0008755595,0.0004129747,0.004872212,0.05241973,0.0005810828,0.004740173,0.1778867],"study_design_scores_gemma":[0.005082964,0.05863135,0.9029869,0.00008763122,0.0009983334,0.002595368,0.0003394306,0.006518326,0.01150274,0.001273037,0.009919063,0.00006487559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950703,0.002480469,0.0003010913,0.000178855,0.00003853828,0.00003981261,0.0002973018,0.00001915331,0.001574358],"genre_scores_gemma":[0.998343,0.0003012699,0.0001388128,0.0001609145,0.00002832109,0.00003797103,0.000471893,0.000006786179,0.0005110854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001073975,"threshold_uncertainty_score":0.004326344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501053619704329,"score_gpt":0.3399430686245702,"score_spread":0.3149325324275269,"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."}}