{"id":"W2588967704","doi":"10.1093/neuonc/now212.430","title":"MNGO-09. PROGNOSTIC SIGNIFICANCE OF PRE-OPERATIVE ANEMIA AND LEUKOCYTOSIS ON RECURRENCE-FREE SURVIVAL IN MENINGIOMA","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Leukocytosis; Neutrophilia; Medicine; Anemia; Monocytosis; Gastroenterology; Meningioma; Internal medicine; Univariate analysis; Surgery; Pathology; Multivariate analysis","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":[0.0001464639,0.0001370791,0.0002754749,0.0000905337,0.0000290057,0.000006550003,0.0001835075,0.0001022218,0.0000273242],"category_scores_gemma":[0.0003159337,0.0001057291,0.00002749204,0.0001772523,0.0001065881,0.00005752673,0.00004366827,0.0001187328,0.00001237386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000918158,"about_ca_system_score_gemma":0.00005430051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001567631,"about_ca_topic_score_gemma":0.0000847039,"domain_scores_codex":[0.9990608,0.0001078819,0.0002677464,0.0002544572,0.00009923951,0.0002099181],"domain_scores_gemma":[0.9982567,0.001341172,0.00005558836,0.0002569994,0.00003034875,0.00005917719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004971524,0.00008187439,0.004706294,0.00003154934,0.00001025315,0.000009910727,0.0003350074,0.0001464471,0.8985416,0.001754345,0.0006412949,0.09369168],"study_design_scores_gemma":[0.001939532,0.001286345,0.04914743,0.0001899006,0.00003857447,0.00002048648,0.000101642,0.000889445,0.9095994,0.000985303,0.03535886,0.0004430355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921059,0.0001049667,0.0004319485,0.0008096354,0.0001798085,0.0004627809,0.00004288449,0.0000721042,0.005789957],"genre_scores_gemma":[0.9990297,0.0001790677,0.0004444357,0.00002346038,0.00004848237,0.0002365234,0.00000115378,0.00001827384,0.00001892922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09324865,"threshold_uncertainty_score":0.4311508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907673104021605,"score_gpt":0.2676742650152167,"score_spread":0.2485975339750006,"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."}}