{"id":"W4388588806","doi":"10.1093/neuonc/noad179.0014","title":"BIOM-03. LACK OF CORRELATION OF MR-DETERMINED WHITE MATTER INJURY(WMI)WITH NEUROCOGNITIVE FUNCTION (NCF)6 MONTHS FOLLOWING WBRT+/-HIPPOCAMPAL AVOIDANCE(HA)+MEMANTINE:SECONDARY ANALYSIS OF NRG ONCOLOGY NRGCC001","year":2023,"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":"University of Saskatchewan","funders":"","keywords":"Memantine; Medicine; Neurocognitive; Post-hoc analysis; Oncology; Internal medicine; Trail Making Test; Fluid-attenuated inversion recovery; Nuclear medicine; Magnetic resonance imaging; Radiology; NMDA receptor; Cognition; Cognitive impairment; Psychiatry","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":[0.0009744574,0.0002834374,0.000552188,0.0003125181,0.0002147261,0.0003591875,0.000461438,0.0002885858,0.006796875],"category_scores_gemma":[0.00191535,0.0001118571,0.0006129801,0.0004620883,0.0003007121,0.0002700203,0.0003308506,0.0003921898,0.0008888422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005945298,"about_ca_system_score_gemma":0.000869671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003354729,"about_ca_topic_score_gemma":0.005286595,"domain_scores_codex":[0.9994156,0.0001679298,0.00006028014,0.0001369844,0.0001371231,0.00008203877],"domain_scores_gemma":[0.9988049,0.0002340674,0.0004593406,0.0001358413,0.0001502243,0.0002155569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1222483,0.002804044,0.792271,0.0003062472,0.001328583,0.0001711616,0.0001315216,0.001092302,0.01281974,0.0002269884,0.004870651,0.06172936],"study_design_scores_gemma":[0.001955722,0.0155158,0.9756512,0.00001627509,0.0003343229,0.0001839235,0.00005907687,0.0007545998,0.002524933,0.0001059675,0.002888018,0.0000101167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915962,0.0001649902,0.000196898,0.00006715965,0.00001623975,0.000202494,0.005215342,0.00002789527,0.002512862],"genre_scores_gemma":[0.9931852,0.00003774468,0.0003253511,0.00006203468,0.0000121728,0.0003290331,0.004442566,0.00001172064,0.001594108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006796875,"threshold_uncertainty_score":0.0227378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375077019293145,"score_gpt":0.3130954493925948,"score_spread":0.2893446791996633,"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."}}