{"id":"W2767576218","doi":"10.1093/neuonc/nox168.563","title":"NCOG-02. 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":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Verbal learning; Cognitive decline; Internal medicine; Verbal memory; 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":[0.0007598621,0.0003347436,0.0004789214,0.000371099,0.0002570841,0.0004758133,0.0005357499,0.0003175975,0.002798962],"category_scores_gemma":[0.001398069,0.0001376869,0.0004900652,0.0006229708,0.0001876592,0.0002466374,0.0002654357,0.0006047817,0.0006016172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005363484,"about_ca_system_score_gemma":0.0006219104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007642616,"about_ca_topic_score_gemma":0.01406428,"domain_scores_codex":[0.9997396,0.00006713994,0.00002410337,0.00005567848,0.00006255588,0.00005098437],"domain_scores_gemma":[0.9989116,0.0002179274,0.0003217359,0.0001205044,0.0001554363,0.0002727552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01483605,0.0007967247,0.9736007,0.00005625017,0.0002924323,0.00009160053,0.00005153395,0.0002211594,0.00222122,0.0000277912,0.00178019,0.006024366],"study_design_scores_gemma":[0.0003867762,0.002284504,0.9954925,0.000005115514,0.00009907945,0.0001591029,0.00003314179,0.0003098169,0.0003711961,0.00002659911,0.0008279523,0.000004264994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942039,0.000114161,0.00008721169,0.00003035506,0.000006393301,0.0001674408,0.004110774,0.00001379356,0.001265846],"genre_scores_gemma":[0.9903229,0.0000390418,0.0001689358,0.00006614169,0.00001083476,0.0002298993,0.008103781,0.00001224794,0.001046058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007642616,"threshold_uncertainty_score":0.01519626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179629636757778,"score_gpt":0.3590135544378735,"score_spread":0.3372172580702957,"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."}}