{"id":"W2312888579","doi":"10.1093/neuonc/nou238.2","title":"AI-02 * HYPOXIA AS A MEASURE OF FUNCTIONAL STATUS OF GLIOBLASTOMA VASCULATURE","year":2014,"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":"Hospital for Sick Children","funders":"","keywords":"Hypoxia (environmental); Pathology; CD31; Tumor microenvironment; Glioblastoma; Neovascularization; Tumor hypoxia; Microvessel; Angiogenesis; Blood vessel; Medicine; Biology; Immunohistochemistry; Cancer research; Tumor cells; Chemistry; Internal medicine","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":[0.0001983256,0.0002653317,0.0001628626,0.0004715241,0.000217312,0.00026913,0.0001770918,0.0003383923,0.003902637],"category_scores_gemma":[0.0001456163,0.0001025024,0.0001072097,0.0006160309,0.0002284265,0.0002289446,0.0001885758,0.0005183027,0.0006577169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707803,"about_ca_system_score_gemma":0.0001490684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008995669,"about_ca_topic_score_gemma":0.0009786852,"domain_scores_codex":[0.9997873,0.00004487695,0.00001627162,0.00004433297,0.00007309069,0.00003418821],"domain_scores_gemma":[0.9998205,0.00002192242,0.00004396649,0.00001035899,0.00004950602,0.00005382455],"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":[0.001210355,0.0002310258,0.01396828,0.0002517838,0.00005231593,0.000244139,0.0001021149,0.0001810507,0.9673292,0.0005044685,0.001375076,0.01455024],"study_design_scores_gemma":[0.00005480452,0.002499638,0.2254084,0.00004442563,0.0001167203,0.00356829,0.0002640613,0.004572498,0.7462512,0.0005641706,0.01661422,0.00004151327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619399,0.007167298,0.01085668,0.0002183088,0.0001377714,0.0001069239,0.002097091,0.0003855625,0.01709035],"genre_scores_gemma":[0.9800008,0.001749622,0.006648664,0.0001541013,0.00003504836,0.0002760358,0.002522371,0.00003930793,0.008574088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003902637,"threshold_uncertainty_score":0.01305562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00932098661912247,"score_gpt":0.2509289074391983,"score_spread":0.2416079208200758,"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."}}