{"id":"W3167569358","doi":"10.1002/oby.23242","title":"Keyto app and device versus WW app on weight loss and metabolic risk in adults with overweight or obesity: A randomized trial","year":2021,"lang":"en","type":"article","venue":"Obesity","topic":"Diet and metabolism studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Brock University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research; Mitacs; Michael Smith Health Research BC","keywords":"Ketogenic diet; Medicine; Weight loss; Overweight; Obesity; Randomized controlled trial; Internal medicine; Very low calorie diet; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000656968,0.000328387,0.001558716,0.000126895,0.0001540075,0.00003637129,0.00006116125,0.0001308684,0.0000796634],"category_scores_gemma":[0.0008452074,0.0002074471,0.0001199398,0.0003802563,0.0002275232,0.0001139242,0.0001240801,0.0003316541,0.00001683326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002669925,"about_ca_system_score_gemma":0.0001504642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003071905,"about_ca_topic_score_gemma":0.001546902,"domain_scores_codex":[0.9980243,0.0003189136,0.0003482486,0.0005775937,0.0003719524,0.0003590163],"domain_scores_gemma":[0.9985384,0.00064554,0.0001462072,0.0003300434,0.0001298979,0.0002099365],"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":[0.9466698,0.0007813202,0.04320849,0.000192156,0.0005287,0.0004005637,0.001518508,2.510046e-7,0.00001794215,0.001075599,0.0003012528,0.005305467],"study_design_scores_gemma":[0.8547437,0.0004838702,0.1279962,0.0002942001,0.001348156,0.00002040798,0.0003992057,0.00002925594,0.0006407155,0.0001108282,0.01364899,0.0002845448],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984592,0.008599687,0.00001934857,0.0003430124,0.00047256,0.001246504,0.00002277234,0.00005835705,0.004645785],"genre_scores_gemma":[0.9771045,0.01947221,0.0008387809,0.0002756262,0.0005007114,0.000109132,0.00001949658,0.00002942103,0.001650095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09192611,"threshold_uncertainty_score":0.8459449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214151420468166,"score_gpt":0.2564293627279238,"score_spread":0.2442878485232421,"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."}}