{"id":"W7117145434","doi":"10.2196/85548","title":"Continuous Ketone Monitoring: Data From a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ketosis; Ketone; Randomized controlled trial; Ketone bodies; Placebo","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007903525,0.0002269963,0.002922514,0.0001270704,0.00007705822,0.00004954684,0.0002511121,0.00009912045,0.00009794222],"category_scores_gemma":[0.002452564,0.0001504766,0.0003385338,0.0001639669,0.0001541134,0.0000888573,0.0002403896,0.0001674456,0.00005045975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001504325,"about_ca_system_score_gemma":0.00009386618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002705134,"about_ca_topic_score_gemma":0.00000150583,"domain_scores_codex":[0.9983003,0.0001664627,0.0005795163,0.0003905449,0.000247885,0.0003153608],"domain_scores_gemma":[0.9972744,0.001613371,0.0001504204,0.0007629053,0.0001153953,0.00008352491],"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":[0.9542184,0.0004439615,0.01238516,0.00004448109,0.002895767,0.000006124279,0.0001732105,5.205487e-8,0.002382696,0.000187901,0.02328929,0.003972903],"study_design_scores_gemma":[0.9683632,0.00007386126,0.006400147,0.0002008515,0.001842218,2.809971e-8,0.0001292072,0.00008243334,0.0007956739,0.0004986702,0.02148625,0.0001275068],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564033,0.01446797,0.00001062746,0.001437548,0.003572772,0.005929705,0.00004067734,0.0001587779,0.01797864],"genre_scores_gemma":[0.9817267,0.00055682,0.0003879432,0.0003498781,0.001836324,0.002097305,0.000114759,0.00002055374,0.01290972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02532341,"threshold_uncertainty_score":0.6136259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610011829782923,"score_gpt":0.3292965228501665,"score_spread":0.3031964045523373,"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."}}