{"id":"W2899594668","doi":"10.1093/neuonc/noy148.716","title":"NCOG-01. PRESERVATION OF NEUROCOGNITIVE FUNCTION (NCF) WITH HIPPOCAMPAL AVOIDANCE DURING WHOLE-BRAIN RADIOTHERAPY (WBRT) FOR BRAIN METASTASES: PRELIMINARY RESULTS OF PHASE III TRIAL NRG ONCOLOGY CC001","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Hôtel-Dieu de Montréal","funders":"","keywords":"Medicine; Neurocognitive; Internal medicine; Randomized controlled trial; Clinical endpoint; Radiation therapy; Memantine; Oncology; Surgery; Dementia; Disease; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001336087,0.0004255779,0.001365806,0.000359281,0.0001802311,0.00001085804,0.0001882708,0.0003004645,0.00009048657],"category_scores_gemma":[0.001708031,0.0003474662,0.0002805267,0.0005087959,0.0005965766,0.0002604433,0.00007150094,0.000371403,0.00000541627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003014333,"about_ca_system_score_gemma":0.000832988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008344791,"about_ca_topic_score_gemma":0.0001085395,"domain_scores_codex":[0.9957017,0.001224689,0.001224495,0.0008717611,0.0004147849,0.0005626281],"domain_scores_gemma":[0.9934664,0.003844288,0.001259099,0.0005966964,0.0006124521,0.0002210409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6641464,0.005157644,0.00005600273,0.0002027687,0.0006517294,0.0002106364,0.001282157,0.00004248639,0.2643906,0.00008619042,0.01004537,0.0537281],"study_design_scores_gemma":[0.448407,0.3160236,0.0008585535,0.0001263319,0.001232999,0.0003559173,0.0006082586,0.000798921,0.06914815,0.0001417213,0.1620146,0.0002839144],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713982,0.0002245987,0.008311816,0.01214692,0.0008200982,0.005850397,0.0006402063,0.00008158927,0.0005261326],"genre_scores_gemma":[0.9869815,0.00005470373,0.006405741,0.003358349,0.001294425,0.0008661061,0.0006019209,0.0001015269,0.0003357941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3108659,"threshold_uncertainty_score":0.9998977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719127935502972,"score_gpt":0.3496399232182937,"score_spread":0.312448643863264,"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."}}