{"id":"W4322495138","doi":"10.1080/19390211.2023.2179152","title":"The Effect of Novel Exogenous Ketone Supplements on Blood Beta-Hydroxybutyrate and Glucose","year":2023,"lang":"en","type":"article","venue":"Journal of Dietary Supplements","topic":"Diet and metabolism studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Ketone bodies; Ketone; Medicine; Ingestion; 2,3-Butanediol; Ketosis; Internal medicine; Endocrinology; Food science; Chemistry; Metabolism; Diabetes mellitus; Fermentation","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":[],"consensus_categories":[],"category_scores_codex":[0.001349517,0.0002602426,0.0007514324,0.0002324221,0.0002158809,0.00002275234,0.0001906284,0.00004781732,0.00006885825],"category_scores_gemma":[0.0001490258,0.0001492836,0.0002558499,0.0002785434,0.0001155074,0.0001111868,0.0001500868,0.0002540472,0.00001222595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002014781,"about_ca_system_score_gemma":0.00004743157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002056104,"about_ca_topic_score_gemma":0.00001616488,"domain_scores_codex":[0.997672,0.00009054557,0.0008114108,0.0001867933,0.0007905726,0.000448674],"domain_scores_gemma":[0.9985951,0.0003395178,0.0004603449,0.0002734474,0.0001469962,0.0001846323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006417942,0.002012113,0.6745199,0.0008415367,0.01151363,0.0007382028,0.002387363,0.00004327171,0.2017528,0.0001069986,0.06216761,0.03749862],"study_design_scores_gemma":[0.04214222,0.03063334,0.6655293,0.0006389176,0.006016685,0.0002083167,0.001227396,0.00008879295,0.1625921,0.0001120722,0.09032799,0.0004828513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943867,0.00243551,0.000002632861,0.001487039,0.0007326892,0.0004670569,0.0002511027,0.00001368925,0.000223528],"genre_scores_gemma":[0.9919463,0.006816441,0.0002048451,0.0001293992,0.0002989451,0.00001320571,0.00006801321,0.00003038429,0.0004924934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03916071,"threshold_uncertainty_score":0.608761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332101071459646,"score_gpt":0.3004269720589692,"score_spread":0.2771059613443728,"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."}}