{"id":"W2968380342","doi":"10.1093/noajnl/vdz014.097","title":"RADI-04. PRETREATMENT VOLUME OF MRI-DETERMINED WHITE MATTER INJURY (WMI) PREDICTS COGNITIVE DECLINE AFTER HIPPOCAMPAL AVOIDANT (HA) WBRT FOR BRAIN METASTASES: SECONDARY ANALYSIS OF NRG ONCOLOGY RTOG 0933","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Saskatchewan","funders":"","keywords":"Medicine; Verbal learning; Cognitive decline; Verbal memory; Internal medicine; Audiology; Oncology; Dementia; Cognition; Disease; 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":[0.0005921679,0.0003765469,0.0004750931,0.0003604962,0.0001786385,0.0003452563,0.0004061042,0.0003265812,0.002733623],"category_scores_gemma":[0.001110493,0.0001346314,0.0007594646,0.0003790068,0.0001789829,0.0001910243,0.0002287268,0.0005648314,0.0005431864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506508,"about_ca_system_score_gemma":0.0003433396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002263909,"about_ca_topic_score_gemma":0.003531907,"domain_scores_codex":[0.9997792,0.00005998877,0.00002275567,0.00005212342,0.00004274258,0.00004319119],"domain_scores_gemma":[0.9993062,0.000174532,0.0002311424,0.0000884207,0.00007452796,0.0001251189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02092839,0.0008631203,0.9619218,0.00009844193,0.0005453255,0.000137661,0.00007924619,0.0003288804,0.00365031,0.00002566261,0.0008403566,0.01058093],"study_design_scores_gemma":[0.0004100596,0.005367257,0.9919026,0.000008244475,0.0002242794,0.0003453143,0.00003215062,0.0003821008,0.0008034525,0.00002551039,0.0004939696,0.000004883101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989422,0.00009129955,0.00005057807,0.00001314171,0.0000024444,0.0000330346,0.0005738239,0.000006300395,0.000287231],"genre_scores_gemma":[0.9984816,0.00002444017,0.00005405319,0.00002294338,0.000006338722,0.00003815665,0.001070897,0.000003362725,0.0002982268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733623,"threshold_uncertainty_score":0.009144843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009664980287353993,"score_gpt":0.309962276144842,"score_spread":0.3002972958574879,"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."}}