{"id":"W2340257747","doi":"10.1093/neuonc/nov223.14","title":"NCO-14PRE-TREATMENT HIPPOCAMPAL VOLUME PREDICTS NEUROCOGNITIVE FUNCTION (NCF) FOR PATIENTS TREATED WITH HIPPOCAMPAL AVOIDANCE WHOLE BRAIN RADIOTHERAPY (HA-WBRT) FOR BRAIN METASTASES: SECONDARY ANALYSIS OF NRG ONCOLOGY/RTOG 0933","year":2015,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Internal medicine; Nuclear medicine; Radiation therapy; Neurocognitive; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006639261,0.0003396414,0.000399808,0.0004318809,0.0001735423,0.000366904,0.0003734096,0.0002392624,0.001433222],"category_scores_gemma":[0.001180664,0.0001085358,0.0007343335,0.0004881095,0.0001747893,0.0001958705,0.0003038542,0.0004422781,0.0002320446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004381461,"about_ca_system_score_gemma":0.0004382126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004291165,"about_ca_topic_score_gemma":0.006858313,"domain_scores_codex":[0.9997314,0.00007579603,0.00002731841,0.0000644234,0.00005887522,0.00004221924],"domain_scores_gemma":[0.9990676,0.0002000874,0.0003929794,0.00009399397,0.00009965191,0.0001456114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006678164,0.0001491583,0.9880091,0.00004072063,0.0003609427,0.00004971983,0.00003198511,0.0002033915,0.0008607325,0.000009455465,0.0003346132,0.003272014],"study_design_scores_gemma":[0.0001223638,0.001482281,0.9973263,0.000003302024,0.0001488292,0.0001260907,0.00002219054,0.0003030619,0.0002571844,0.00000935217,0.000196234,0.000002828479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989954,0.00008248154,0.00003321545,0.000009524277,0.000001926265,0.00002019763,0.000688534,0.000004446464,0.000164218],"genre_scores_gemma":[0.998909,0.00001696865,0.00003691436,0.000009123205,0.000004097666,0.0000182506,0.0009135473,0.000001974104,0.00009013611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004291165,"threshold_uncertainty_score":0.008532405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640032616460126,"score_gpt":0.3091701419579098,"score_spread":0.2827698157933085,"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."}}