{"id":"W3216361204","doi":"10.1093/neuonc/noab196.741","title":"QOLP-20. DIETARY, ACTIVITY, AND QUALITY OF LIFE METRICS IN PATIENTS WITH NEWLY DIAGNOSED GLIOBLASTOMA IMPLEMENTING A KETOGENIC DIET: RESULTS OF A PHASE 1 CLINICAL TRIAL","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Diet and metabolism studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ketogenic diet; Medicine; Ketosis; Ketone bodies; Quality of life (healthcare); Internal medicine; Clinical trial; Endocrinology; Diabetes mellitus; Metabolism; Epilepsy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002821731,0.00170976,0.002154012,0.0004287568,0.0003691204,0.0009418897,0.0007272038,0.0009451448,0.002867808],"category_scores_gemma":[0.001883145,0.0003919807,0.001878072,0.0005688483,0.0007979334,0.0009010581,0.0005388819,0.002492708,0.0004911775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009225365,"about_ca_system_score_gemma":0.001534499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009742072,"about_ca_topic_score_gemma":0.001627032,"domain_scores_codex":[0.9990579,0.0005566794,0.00005846456,0.0001197548,0.00008193921,0.0001251963],"domain_scores_gemma":[0.9988275,0.0002069604,0.0003752025,0.00007936083,0.0001213416,0.0003896744],"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":[0.8758355,0.03381804,0.01253978,0.001068403,0.00246183,0.00008140802,0.0001346403,0.001293084,0.004650021,0.0001187383,0.002607988,0.06539059],"study_design_scores_gemma":[0.6649031,0.3004536,0.03015114,0.00007097931,0.00103311,0.00009121653,0.00006338102,0.001101533,0.0009255122,0.0002078858,0.0009631112,0.00003534959],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923851,0.002100087,0.0002963254,0.000514481,0.00009278706,0.002241296,0.001512395,0.00006157546,0.0007959791],"genre_scores_gemma":[0.985144,0.001488185,0.001408051,0.0006917287,0.0001406035,0.00792517,0.002298538,0.00001665407,0.0008871775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002867808,"threshold_uncertainty_score":0.01492292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029069952935499,"score_gpt":0.4171660560483617,"score_spread":0.3142590607548118,"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."}}