{"id":"W1994746579","doi":"10.1007/s00125-014-3163-6","title":"Insulin pump use in pregnancy is associated with lower HbA1c without increasing the rate of severe hypoglycaemia or diabetic ketoacidosis in women with type 1 diabetes","year":2014,"lang":"en","type":"article","venue":"Diabetologia","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health; University of Calgary; Alberta Health Services; University of British Columbia","funders":"Alberta Health Services","keywords":"Medicine; Insulin pump; Insulin; Diabetes mellitus; Pregnancy; Type 1 diabetes; Ketoacidosis; Diabetic ketoacidosis; Internal medicine; Type 2 diabetes; Gestation; Gestational diabetes; Gestational age; Birth weight; Endocrinology; Obstetrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084846,0.0002947538,0.0007178051,0.0003217959,0.00005799746,0.00005189565,0.0002411687,0.0001342109,0.0001400976],"category_scores_gemma":[0.002941541,0.0001660614,0.00003505537,0.001292213,0.00028579,0.000218485,0.0001104565,0.0004119849,0.00001705796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458255,"about_ca_system_score_gemma":0.0002022268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001249354,"about_ca_topic_score_gemma":0.0002521333,"domain_scores_codex":[0.9972937,0.0005417794,0.0004252602,0.0004385815,0.0004409748,0.0008597081],"domain_scores_gemma":[0.9976762,0.001184653,0.0002149271,0.0004737166,0.0002855569,0.0001649583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001992039,0.0004440885,0.9922425,0.0002580944,0.0002658223,0.00004593914,0.0004670548,0.0001539524,0.0007871893,0.00005259751,0.000100868,0.003189833],"study_design_scores_gemma":[0.004399537,0.00205702,0.9884475,0.002048311,0.00007211831,0.000001519256,0.0002022719,0.0009972746,0.001169468,0.0002363726,0.0001201438,0.0002484179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977893,0.0001374682,0.000005753908,0.0004028926,0.00003490636,0.001030688,0.00002011513,0.00004153507,0.0005373919],"genre_scores_gemma":[0.9977818,0.00009895034,0.0003087613,0.0009367339,0.00001235665,0.0002644729,0.00004610552,0.0000437015,0.0005071632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003794976,"threshold_uncertainty_score":0.6771786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974734200171711,"score_gpt":0.251970758702844,"score_spread":0.2322234167011268,"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."}}