{"id":"W3215705870","doi":"10.1093/neuonc/noab196.123","title":"CBIO-24. NF2 LOSS-OF-FUNCTION COOPERATES WITH HYPOXIA TO DRIVE RADIATION RESISTANCE IN GRADE 2 MENINGIOMAS","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Radioresistance; Necrosis; Cancer research; Downregulation and upregulation; Gene knockdown; Biology; Clonogenic assay; DNA damage; Programmed cell death; Radiation therapy; Hypoxia (environmental); Pathology; In vitro; Cell culture; Medicine; Apoptosis; Internal medicine; Gene; Chemistry; Genetics; DNA","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009081031,0.0001475784,0.0003612251,0.0002120988,0.00004986746,0.00001119681,0.00006274911,0.00009208874,0.00006808986],"category_scores_gemma":[0.0003407873,0.0001252741,0.00004242239,0.0007496224,0.00008286483,0.00007668501,0.00004432613,0.0002408287,0.00005600169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281104,"about_ca_system_score_gemma":0.0005172768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002500569,"about_ca_topic_score_gemma":0.0006743771,"domain_scores_codex":[0.9985058,0.0002249394,0.0002582633,0.0004126776,0.0002689964,0.0003292868],"domain_scores_gemma":[0.9989573,0.0003057115,0.00008005935,0.0002611981,0.0001942257,0.0002014968],"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":[0.004880941,0.001079687,0.03347432,0.00007008009,0.0001101208,0.008013307,0.0004518407,0.00008197391,0.9433231,0.0005401113,0.003344201,0.004630286],"study_design_scores_gemma":[0.01294871,0.01311378,0.1901102,0.0001576754,0.0001670063,0.0007102052,0.0002070832,0.00008976152,0.66755,0.0002615903,0.1144155,0.0002685172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917727,0.000255018,0.00006675896,0.004792794,0.0002116847,0.0005109724,0.000009506713,0.00003638493,0.002344223],"genre_scores_gemma":[0.9971082,0.0001058928,0.0011354,0.0009105398,0.00007453977,0.00008088065,0.00004184283,0.00002748792,0.0005151896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2757732,"threshold_uncertainty_score":0.5108531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078153122316179,"score_gpt":0.3060761352444582,"score_spread":0.2852946040212964,"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."}}