{"id":"W4387568199","doi":"10.2337/dc23-0882","title":"A Randomized Trial of Closed-Loop Insulin Delivery Postpartum in Type 1 Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Alberta Health Services; University of Alberta; Université Laval; Sinai Health System; University of Toronto; Children's Hospital Research Institute of Manitoba; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Alberta Children's Hospital; University of Calgary","funders":"University of Toronto; Tandem Diabetes Care; Diabetes Canada; Dexcom; Université Laval; Novo Nordisk; Sanofi; American Diabetes Association","keywords":"Medicine; Randomized controlled trial; Glycemic; Insulin; Insulin pump; Type 1 diabetes; Diabetes mellitus; Insulin delivery; Internal medicine; Postpartum period; Pregnancy; Type 2 diabetes; Closed loop; Endocrinology; Gastroenterology","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":[0.003260874,0.001232963,0.002797947,0.0003658267,0.0003718361,0.0009644093,0.001013431,0.00194502,0.007019576],"category_scores_gemma":[0.006265421,0.000589407,0.00145947,0.0003244467,0.0009985422,0.001010346,0.0005868252,0.002315598,0.000615232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006546392,"about_ca_system_score_gemma":0.001527418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008450618,"about_ca_topic_score_gemma":0.0009265411,"domain_scores_codex":[0.9971303,0.001946393,0.0001878937,0.0003691039,0.0001574413,0.0002088057],"domain_scores_gemma":[0.9965093,0.001784007,0.0007234632,0.0002213481,0.0001647346,0.0005971937],"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":[0.9869432,0.004171868,0.0002134724,0.0003558237,0.0003334192,0.00001186196,0.00002290543,0.0001070951,0.000322641,0.00006129098,0.0001627703,0.007293597],"study_design_scores_gemma":[0.9664747,0.03242803,0.0003796881,0.00002664691,0.0001566221,0.000007862101,0.000008982895,0.0001890177,0.0001097166,0.00007245853,0.0001418482,0.000004416089],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822344,0.004231111,0.001363769,0.0007985039,0.001664171,0.007121129,0.0006166734,0.0001465915,0.001823586],"genre_scores_gemma":[0.9812177,0.001759324,0.003269624,0.001314568,0.0008112318,0.009049151,0.0004295515,0.00001930813,0.002129572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007019576,"threshold_uncertainty_score":0.02348286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977706152181013,"score_gpt":0.2891783056000338,"score_spread":0.2694012440782236,"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."}}