{"id":"W1971316264","doi":"10.1093/neuonc/nou174.90","title":"O10.09 * REDUCTION IN NEUTROPHIL-LYMPHOCYTE RATIO DURING INITIAL CONCURRENT CHEMORADIOTHERAPY IS PROGNOSTIC FOR SURVIVAL OF GLIOBLASTOMA PATIENTS","year":2014,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Temozolomide; Internal medicine; Context (archaeology); Hazard ratio; Proportional hazards model; Retrospective cohort study; Univariate analysis; Dexamethasone; Chemoradiotherapy; Neutrophil to lymphocyte ratio; Radiation therapy; Surgery; Survival analysis; Gastroenterology; Multivariate analysis; Lymphocyte; 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":[0.0004580587,0.0001911154,0.000224906,0.0003748769,0.0003063844,0.0004699133,0.0003232463,0.0002923342,0.005011803],"category_scores_gemma":[0.002120495,0.00009486305,0.0002955809,0.0005706395,0.0002214518,0.0003262587,0.0002561068,0.0004883533,0.0006043205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000257267,"about_ca_system_score_gemma":0.0004303394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182013,"about_ca_topic_score_gemma":0.002133089,"domain_scores_codex":[0.9997419,0.00005220455,0.00003157555,0.00005043733,0.00005225516,0.00007165862],"domain_scores_gemma":[0.9980878,0.0003285835,0.0009716273,0.0000563476,0.0001873736,0.0003681961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002009706,0.0000161576,0.9977472,0.000005271582,0.00002125968,0.00006461449,0.000009906091,0.0000261711,0.0001860125,0.000006016651,0.000164187,0.001552328],"study_design_scores_gemma":[0.000006317245,0.0001397007,0.9987026,0.000004618913,0.00002950501,0.0004551662,0.00005027815,0.0002024898,0.0001016901,0.00002094151,0.0002845215,0.000002147812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981706,0.0002899612,0.0001003357,0.0001344041,0.000023778,0.000007049938,0.0004530469,0.00001017116,0.0008105948],"genre_scores_gemma":[0.9993767,0.0000489298,0.00007188073,0.00002122048,0.00001510062,0.000004755775,0.0002546335,0.000002135658,0.0002045804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005011803,"threshold_uncertainty_score":0.01676613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892400630301171,"score_gpt":0.3048488669022875,"score_spread":0.2859248605992757,"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."}}