{"id":"W2585041210","doi":"10.1093/neuonc/nov225.51","title":"NIMG-51T1-HYPERINTENSE LESIONS AS A PREDICTOR OF SURVIVAL IN PATIENTS WITH RECURRENT HIGH GRADE GLIOMA ON BEVACIZUMAB","year":2015,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Bevacizumab; Glioma; Medicine; Oncology; Internal medicine; Cancer research; Chemotherapy","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":[0.000315789,0.000133455,0.0002110667,0.0005505473,0.00019759,0.000311028,0.0002377284,0.000267906,0.0007915975],"category_scores_gemma":[0.001824019,0.0001126702,0.0002308983,0.0005473606,0.0001777375,0.000190085,0.0002104014,0.0002980838,0.0001324418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003546856,"about_ca_system_score_gemma":0.0003174349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004209031,"about_ca_topic_score_gemma":0.00491051,"domain_scores_codex":[0.9998311,0.00003341899,0.00002287936,0.00003407598,0.00004259209,0.00003595957],"domain_scores_gemma":[0.9984316,0.0002182452,0.0009461396,0.00004591696,0.0001313102,0.0002267647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000120735,0.00000775931,0.9987246,0.000003896703,0.00001004344,0.0001308828,0.0000199013,0.0000298838,0.0001757164,0.000002704181,0.0000314617,0.0007424672],"study_design_scores_gemma":[0.000004261535,0.0001033926,0.9986791,0.000004529226,0.00002327346,0.0007516235,0.00006047977,0.0001811705,0.00009656496,0.000006605483,0.00008645574,0.000002553513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994398,0.0002426845,0.00002710608,0.00001788958,0.000002092594,0.000003357869,0.00008499868,0.000002486629,0.0001795091],"genre_scores_gemma":[0.9997515,0.00006996904,0.00002667726,0.000006505477,0.000003246917,0.000002025878,0.0001141037,7.67107e-7,0.00002524005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004209031,"threshold_uncertainty_score":0.008369088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453585762652659,"score_gpt":0.2966570535760659,"score_spread":0.2621211959495393,"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."}}