{"id":"W2896341160","doi":"10.2337/dc18-1437","title":"Pumps or Multiple Daily Injections in Pregnancy Involving Type 1 Diabetes: A Prespecified Analysis of the CONCEPTT Randomized Trial","year":2018,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Calgary; Sunnybrook Hospital; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; University Health Network; University of Toronto","funders":"Breakthrough T1D Canada; National Institute for Health and Care Research; Juvenile Diabetes Research Foundation United States of America","keywords":"Medicine; Glycemic; Hypoglycemia; Pregnancy; Insulin pump; Randomization; Type 1 diabetes; Randomized controlled trial; Gestation; Type 2 diabetes; Diabetes mellitus; Neonatal hypoglycemia; Gestational diabetes; Neonatal intensive care unit; Obstetrics; Internal medicine; Pediatrics; Endocrinology","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":[0.005286149,0.00132078,0.003772799,0.000399898,0.0003032315,0.001197541,0.0007676288,0.001521243,0.007008566],"category_scores_gemma":[0.01078766,0.0004334267,0.00318859,0.0005617092,0.0006213585,0.001128332,0.0005699992,0.001817076,0.0004592135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006078977,"about_ca_system_score_gemma":0.001349203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006045777,"about_ca_topic_score_gemma":0.0008964852,"domain_scores_codex":[0.9952395,0.003601625,0.0002294769,0.0004527758,0.0002632941,0.0002133582],"domain_scores_gemma":[0.9959578,0.002225053,0.0009591856,0.00031581,0.0001769172,0.0003651792],"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":[0.9796561,0.0007400072,0.00151912,0.001221841,0.00395313,0.0000524345,0.0000245364,0.000368396,0.0003069996,0.0003250974,0.0007804158,0.0110519],"study_design_scores_gemma":[0.9767791,0.01598427,0.002725267,0.0001592424,0.002438468,0.00005491202,0.00001811704,0.0006460719,0.0001233791,0.0004676112,0.0005907326,0.00001278831],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508076,0.02272129,0.002795017,0.00153211,0.001333477,0.01299693,0.003515873,0.0001693023,0.004128384],"genre_scores_gemma":[0.9746743,0.004793144,0.003774619,0.001343491,0.0006805299,0.01106375,0.001763204,0.00002937191,0.001877549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007008566,"threshold_uncertainty_score":0.02795613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299508064730133,"score_gpt":0.3092493762308028,"score_spread":0.2762542955835015,"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."}}