{"id":"W3111131691","doi":"10.1093/neuonc/noaa215.543","title":"NCOG-04. PRETREATMENT VOLUME OF MR-DETERMINED WHITE MATTER INJURY (WMI) PREDICTS NEUROCOGNITIVE DECLINE AFTER HIPPOCAMPAL AVOIDANT (HA) WBRT+MEMANTINE FOR BRAIN METASTASES: SECONDARY ANALYSIS OF NRG ONCOLOGYCC001","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Montréal; University of Saskatchewan","funders":"","keywords":"Memantine; Medicine; Neurocognitive; Boston Naming Test; Cohort; Post-hoc analysis; Trail Making Test; Internal medicine; Oncology; Nuclear medicine; Dementia; Cognition; Psychiatry; Cognitive impairment","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":[0.001067687,0.0004023801,0.0005873727,0.0003638241,0.0002702536,0.0003237996,0.0005856451,0.0002296777,0.003511563],"category_scores_gemma":[0.001556114,0.0001257485,0.0005830479,0.0005435308,0.00023066,0.0002417262,0.000298752,0.0004516517,0.0006180968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000662234,"about_ca_system_score_gemma":0.0007109441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005465567,"about_ca_topic_score_gemma":0.01101958,"domain_scores_codex":[0.999438,0.0002044422,0.00005376236,0.0001197689,0.0001123037,0.00007174713],"domain_scores_gemma":[0.9990028,0.0001512912,0.0003703797,0.0001449832,0.0001288325,0.0002018064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05727005,0.001427494,0.9079391,0.0001895282,0.001038753,0.0001562459,0.00006813579,0.0005784553,0.006311798,0.00008907277,0.004590236,0.02034107],"study_design_scores_gemma":[0.002178512,0.009547283,0.9832122,0.00001362295,0.0003698498,0.0002493491,0.00003959785,0.0006079046,0.00166008,0.00007477614,0.002038076,0.000008708678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918132,0.0002102754,0.0001605082,0.00004595214,0.00001355621,0.0003569531,0.006077568,0.00002861564,0.001293319],"genre_scores_gemma":[0.9908431,0.00004422618,0.0002526594,0.00007349189,0.00001493726,0.0004171246,0.007262385,0.0000129953,0.001079246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005465567,"threshold_uncertainty_score":0.01174742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886071845245987,"score_gpt":0.308536920879403,"score_spread":0.2896762024269431,"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."}}