{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003564954,0.001049715,0.002765108,0.0003594893,0.0003505201,0.0008015063,0.0005783769,0.00101635,0.005481263],"category_scores_gemma":[0.00557636,0.0003110002,0.002273244,0.0003895478,0.0006156446,0.0008398743,0.0006156552,0.0016746,0.000367857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006197489,"about_ca_system_score_gemma":0.001469726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002077853,"about_ca_topic_score_gemma":0.004004703,"domain_scores_codex":[0.9978455,0.001566146,0.0001300741,0.0002061506,0.0001176602,0.0001345581],"domain_scores_gemma":[0.998296,0.000570884,0.0005395843,0.0001289414,0.0001203634,0.0003443923],"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":[0.9724315,0.004593935,0.001287483,0.0009823522,0.001942351,0.00002888976,0.00005616296,0.0003727186,0.0004027238,0.0001664219,0.001013263,0.01672211],"study_design_scores_gemma":[0.9757122,0.0201132,0.002331949,0.00008572292,0.0007204244,0.0000157211,0.00001721037,0.000434077,0.00005971226,0.0001624379,0.0003396805,0.000007595009],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682136,0.007431763,0.00200013,0.00188031,0.001186228,0.01389086,0.002027498,0.0001715405,0.003198229],"genre_scores_gemma":[0.9469336,0.003536374,0.008076396,0.001418983,0.0006720987,0.03473845,0.001349353,0.00003792174,0.003236777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005481263,"threshold_uncertainty_score":0.01885349,"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."}}