{"id":"W4307773091","doi":"10.1111/dom.14911","title":"Weight management in young adults with type 1 diabetes: The advancing care for type 1 diabetes and obesity network sequential multiple assignment randomized trial pilot results","year":2022,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Nutrition Obesity Research Center, University of Alabama at Birmingham","keywords":"Medicine; Overweight; Weight loss; Body mass index; Type 2 diabetes; Randomized controlled trial; Obesity; Randomization; Diabetes mellitus; Placebo; Internal medicine; Type 1 diabetes; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003197771,0.0004264829,0.001211289,0.0002681868,0.000851941,0.0001279146,0.0002864037,0.00008208273,0.00004534341],"category_scores_gemma":[0.0003512876,0.0002921475,0.000157596,0.0007009303,0.0002970137,0.0001898936,0.0006350131,0.0005002882,0.000003052884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119677,"about_ca_system_score_gemma":0.00006757185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003942977,"about_ca_topic_score_gemma":0.0001172485,"domain_scores_codex":[0.9960448,0.0006583506,0.0006000134,0.0008036138,0.0007381733,0.001155066],"domain_scores_gemma":[0.9980578,0.0007849065,0.0002334191,0.0005071635,0.0001867125,0.0002300221],"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":[0.6679414,0.002231203,0.2861025,0.003157384,0.00347251,0.0000483061,0.004562885,0.001106464,0.0005058324,0.001429353,0.003730006,0.02571222],"study_design_scores_gemma":[0.8772976,0.003103027,0.08074905,0.0005033815,0.002233134,6.117965e-7,0.001694553,0.0083075,0.0005765505,0.0006729123,0.02403327,0.0008284083],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780047,0.01191895,0.00001862649,0.0003570158,0.001170911,0.007656659,0.00006445737,0.00007364823,0.0007350324],"genre_scores_gemma":[0.9945592,0.001170605,0.0008639313,0.0004061662,0.000552376,0.001263766,0.0003819684,0.0000572215,0.0007447407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2093562,"threshold_uncertainty_score":0.9999531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488480251892933,"score_gpt":0.2557960085451451,"score_spread":0.2409112060262157,"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."}}