{"id":"W4301366176","doi":"10.1055/s-0042-1755324","title":"The preoperative neutrophil-to-lymphocyte ratio predictive value for survival in patients with brain metastasis","year":2022,"lang":"en","type":"review","venue":"Arquivos de Neuro-Psiquiatria","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Lymphocyte; Neutrophil to lymphocyte ratio; Red blood cell distribution width; Quartile; Platelet; Survival analysis; Cohort; Surgery; Confidence interval","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":[0.0006485769,0.000275419,0.00031439,0.0008230586,0.0001815764,0.0004272918,0.0002497899,0.0002341912,0.001330893],"category_scores_gemma":[0.003178863,0.0001028428,0.0003021608,0.0005033886,0.0002527167,0.0002756912,0.0002935054,0.0004002202,0.0001481406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630076,"about_ca_system_score_gemma":0.0002668066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035809,"about_ca_topic_score_gemma":0.001532734,"domain_scores_codex":[0.9997728,0.00007053383,0.00003352957,0.00004799753,0.00004022371,0.00003503346],"domain_scores_gemma":[0.9981844,0.0008500123,0.0005355924,0.00006179942,0.0001587606,0.0002095016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001445521,0.000007920526,0.9972932,0.00001049723,0.00002531993,0.00006001912,0.000007074493,0.0000884055,0.0002778627,0.00000830174,0.00005956199,0.002017199],"study_design_scores_gemma":[0.000007061519,0.0001029774,0.9974618,0.00001312222,0.00006644584,0.0005257231,0.00007400258,0.001105863,0.0003679719,0.00006752646,0.0002033689,0.000004202655],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9978497,0.001148048,0.0002832013,0.0001217657,0.0000144161,0.000005992358,0.0002094346,0.000008068583,0.0003594749],"genre_scores_gemma":[0.9996289,0.00008355286,0.0001079868,0.00001087145,0.00001310686,0.00000300146,0.0001180775,0.000001125772,0.00003334004],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001330893,"threshold_uncertainty_score":0.004452229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738075876371332,"score_gpt":0.3047291853366497,"score_spread":0.2773484265729363,"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."}}