{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002812556,0.0001418599,0.0001487596,0.0004476891,0.0002901031,0.0004422979,0.0002833766,0.0001863274,0.003323734],"category_scores_gemma":[0.00146905,0.00009458268,0.0002622988,0.0004697199,0.0001412603,0.0001659685,0.0003303079,0.000365053,0.0003252519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004742728,"about_ca_system_score_gemma":0.0006028156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0144606,"about_ca_topic_score_gemma":0.02749814,"domain_scores_codex":[0.999864,0.00002462695,0.00001565863,0.00002305974,0.00003101495,0.00004167691],"domain_scores_gemma":[0.9989879,0.0001402675,0.0003808093,0.00004573106,0.000119438,0.0003258247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002133339,0.000008345685,0.9975547,0.00000726646,0.00002017264,0.00004948346,0.00001191381,0.00003850763,0.0003030287,0.00001089967,0.0003348967,0.001447443],"study_design_scores_gemma":[0.000003999759,0.00002426588,0.9993603,0.00000312988,0.00001517884,0.00008260717,0.00002295726,0.0001702701,0.0000731679,0.00001028002,0.0002325834,0.000001368401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967257,0.0002173263,0.00006547385,0.000120579,0.00001161048,0.000005595175,0.001989193,0.00001665327,0.0008479401],"genre_scores_gemma":[0.9976174,0.00006584993,0.00009661486,0.00001779421,0.00001322944,0.000005243611,0.001746121,0.000005088427,0.0004326564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0144606,"threshold_uncertainty_score":0.02875286,"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."}}