{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001751419,0.001637558,0.003009828,0.0006287729,0.0006204474,0.001531262,0.000839852,0.002943618,0.01388272],"category_scores_gemma":[0.003970184,0.0006435001,0.002917657,0.0005164003,0.0009737232,0.001250148,0.0007277175,0.003113044,0.001406403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000674916,"about_ca_system_score_gemma":0.0009367829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330966,"about_ca_topic_score_gemma":0.001757145,"domain_scores_codex":[0.9986413,0.0006698152,0.0001629241,0.0002166389,0.0001369556,0.000172375],"domain_scores_gemma":[0.9987448,0.0005234021,0.0003207198,0.00007077123,0.00008310784,0.0002571617],"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":[0.9795042,0.005839954,0.0002808592,0.00147399,0.001259358,0.00001988348,0.00003190695,0.0000750867,0.0004855139,0.00007656598,0.0003338761,0.01061882],"study_design_scores_gemma":[0.9464884,0.04960732,0.001176698,0.000211299,0.001425025,0.00001504703,0.0000387254,0.0001933921,0.0001878547,0.0001477463,0.0004968373,0.0000114598],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602455,0.01352468,0.001287328,0.001546977,0.00317251,0.01346348,0.00146176,0.0002044663,0.005093198],"genre_scores_gemma":[0.96538,0.005784267,0.002574178,0.0016449,0.001599868,0.01763125,0.0005418619,0.00002628496,0.00481729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01388272,"threshold_uncertainty_score":0.04644233,"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."}}