{"id":"W4416084863","doi":"10.1093/neuonc/noaf201.0097","title":"BIOM-09. PROGNOSTIC AND PREDICTIVE MARKERS FOR OUTCOME IN PATIENTS WITH IDHMT TUMORS TREATED IN THE EORTC CATNON TRIAL ON ADJUVANT AND/OR CONCURRENT TEMOZOLOMIDE IN ANAPLASTIC ASTROCYTOMA","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Temozolomide; Anaplastic astrocytoma; Grading (engineering); Astrocytoma; Glioma; Radiation therapy; CDKN2A; PTEN; Adjuvant","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":[0.0008181678,0.0002981355,0.0006749276,0.0001806768,0.0001105746,0.0004989326,0.000334712,0.0003191923,0.002003818],"category_scores_gemma":[0.001001647,0.0001553641,0.0005384543,0.0002724314,0.0002185071,0.0002422938,0.000296305,0.0005654152,0.000211108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000396363,"about_ca_system_score_gemma":0.00046855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008439916,"about_ca_topic_score_gemma":0.002946482,"domain_scores_codex":[0.9996579,0.0002026351,0.00002050471,0.00005200935,0.00003486844,0.00003203092],"domain_scores_gemma":[0.9995802,0.00009897452,0.0001284253,0.00003356006,0.00002685806,0.000132005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6216077,0.002123487,0.2769464,0.000852578,0.005011068,0.00009867715,0.00008341701,0.003222263,0.01319258,0.0006375966,0.00741589,0.06880832],"study_design_scores_gemma":[0.112121,0.05934734,0.7999539,0.000139882,0.006476321,0.0002535057,0.000122081,0.007759661,0.00443875,0.001174812,0.008155557,0.00005711791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943302,0.001595181,0.0001767774,0.0004049809,0.00007677931,0.00008318855,0.002164843,0.00002083003,0.0011472],"genre_scores_gemma":[0.9919843,0.0004192531,0.0005110847,0.0002848484,0.0000780222,0.0001949416,0.005220748,0.000007712105,0.001299004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002003818,"threshold_uncertainty_score":0.006703436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892393698193271,"score_gpt":0.3035092186765667,"score_spread":0.284585281694634,"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."}}