{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005667607,0.001425133,0.005426241,0.0005150116,0.0005381046,0.002133381,0.001212802,0.002900911,0.01487047],"category_scores_gemma":[0.0102083,0.0005819974,0.00361477,0.0011992,0.001707383,0.001770783,0.0005208378,0.002901844,0.001131556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006798173,"about_ca_system_score_gemma":0.001006438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007414984,"about_ca_topic_score_gemma":0.00120597,"domain_scores_codex":[0.9959363,0.00245735,0.0005339168,0.0004648656,0.0003379419,0.0002696721],"domain_scores_gemma":[0.9900649,0.004903547,0.003225289,0.000545709,0.0005223134,0.0007383061],"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":[0.9620837,0.001150472,0.001120306,0.008763158,0.008655891,0.00004219144,0.00002810435,0.0001061298,0.0007186094,0.0001033371,0.001432548,0.01579541],"study_design_scores_gemma":[0.9595718,0.02131844,0.006538158,0.001056068,0.009478144,0.00006629753,0.00004024575,0.0001474021,0.0002392384,0.0001896818,0.001322655,0.00003198094],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6186701,0.3465159,0.002675401,0.006910697,0.005156749,0.005315183,0.007539028,0.0003584409,0.006858537],"genre_scores_gemma":[0.9372414,0.04422283,0.002424328,0.00564209,0.002777965,0.003083534,0.002607763,0.00005811078,0.001941862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01487047,"threshold_uncertainty_score":0.04974663,"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."}}