{"id":"W2313382222","doi":"10.1093/neuonc/nou270.16","title":"RT-19 * PROGNOSTIC VALUE OF EARLY CHANGES IN NEUTROPHIL AND LYMPHOCYTE MEASURES DURING CHEMORADIOTHERAPY FOR GLIOBLASTOMA","year":2014,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Temozolomide; Internal medicine; Dexamethasone; Univariate analysis; Hazard ratio; Proportional hazards model; Chemoradiotherapy; Neutrophil to lymphocyte ratio; Gastroenterology; Lymphocyte; Multivariate analysis; Radiation therapy; 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":[0.0003073162,0.0001633466,0.000263699,0.0002616993,0.0001451527,0.0003291524,0.0001794795,0.0002242269,0.001120236],"category_scores_gemma":[0.001404349,0.00006525167,0.0002657525,0.0003374492,0.0001327025,0.0002022576,0.0001707238,0.000306605,0.0002377876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003478896,"about_ca_system_score_gemma":0.0002075504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249837,"about_ca_topic_score_gemma":0.002121325,"domain_scores_codex":[0.9998258,0.00003695226,0.00002442756,0.0000391615,0.000034653,0.00003898955],"domain_scores_gemma":[0.9989758,0.0001707808,0.0005560871,0.00003213525,0.0000973065,0.0001679475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007956522,0.00002407472,0.9920277,0.00001356282,0.00004680772,0.00009060682,0.00001225754,0.0001107455,0.0006525891,0.000005209693,0.0001178002,0.006103032],"study_design_scores_gemma":[0.00001120228,0.0004156104,0.9978437,0.000005722594,0.00004321192,0.0005320959,0.00002181174,0.0003423874,0.000444958,0.00001558201,0.0003202034,0.000003442834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987538,0.0006240058,0.00007834157,0.0000377626,0.00001005761,0.000004479463,0.000189395,0.000007117578,0.000295069],"genre_scores_gemma":[0.999545,0.00006776475,0.00004879641,0.00000919664,0.000007829742,0.000003228346,0.0002080032,0.000001484891,0.0001086926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001249837,"threshold_uncertainty_score":0.003747582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500429910816527,"score_gpt":0.2792741752585206,"score_spread":0.2642698761503554,"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."}}