{"id":"W2767284462","doi":"10.1093/neuonc/nox168.411","title":"GENE-38. DISRUPTED ENDOTHELIAL CELL GENE EXPRESSION PROFILE PREDICTS GBM CLINICAL RESPONSE TO ANTI-ANGIOGENIC THERAPY","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Angiogenesis; Cancer research; Genetic enhancement; Mesenchymal stem cell; Vascular endothelial growth factor; Biology; Gene expression; Medicine; Pathology; Gene; Immunology; VEGF receptors; Genetics","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":[0.0001305906,0.000128888,0.000185699,0.0005106834,0.0001378493,0.0003247995,0.00008383192,0.0002438635,0.001774104],"category_scores_gemma":[0.0003330841,0.00006314075,0.0002318957,0.0006444633,0.0001388106,0.00009443748,0.0001269584,0.0002545757,0.0003310441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854215,"about_ca_system_score_gemma":0.0001845812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009318313,"about_ca_topic_score_gemma":0.001270451,"domain_scores_codex":[0.9998765,0.0000137307,0.00001276548,0.00003413601,0.00003381478,0.00002897701],"domain_scores_gemma":[0.9997995,0.0000334857,0.00008211883,0.000008149031,0.00002863405,0.00004814331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001203954,0.000168855,0.894136,0.00006771528,0.0001123238,0.0002081154,0.0000677742,0.0006261547,0.08659411,0.0001176558,0.0007454654,0.01595183],"study_design_scores_gemma":[0.000008897931,0.0001696233,0.9891968,0.000005701392,0.00005669816,0.0003576829,0.00006121174,0.001257715,0.007929415,0.0001166515,0.0008334499,0.000006142064],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975905,0.0002846533,0.0004008216,0.00005975393,0.000008510911,0.000009835905,0.00108352,0.00001536081,0.0005469371],"genre_scores_gemma":[0.998123,0.00009798092,0.0004052503,0.00003555283,0.000004380146,0.00001637872,0.0008686355,0.000004085806,0.0004447515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001774104,"threshold_uncertainty_score":0.005934954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902645458003236,"score_gpt":0.3375915654095165,"score_spread":0.3085651108294841,"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."}}