{"id":"W2985728425","doi":"10.2337/dc19-1908","title":"Dietary Patterns of Insulin Pump and Multiple Daily Injection Users During Type 1 Diabetes Pregnancy","year":2019,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Alberta Children's Hospital; Lunenfeld-Tanenbaum Research Institute; University of Calgary","funders":"Breakthrough T1D Canada; National Institute for Health and Care Research","keywords":"Medicine; Insulin pump; Pregnancy; Glycemic; Type 1 diabetes; Insulin; Diabetes mellitus; Type 2 diabetes; Randomized controlled trial; Internal medicine; Obstetrics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001002655,0.0004698619,0.0008939669,0.0005735435,0.00008486968,0.00006093809,0.0002586138,0.0006433434,0.0001043001],"category_scores_gemma":[0.0001750129,0.0004177692,0.0002233537,0.0003065405,0.0001154632,0.000177682,0.0003629279,0.001268656,0.0001108863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104575,"about_ca_system_score_gemma":0.00005949373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002101738,"about_ca_topic_score_gemma":0.000006260604,"domain_scores_codex":[0.9973041,0.0001065086,0.0004340158,0.0007018847,0.0006479494,0.0008055394],"domain_scores_gemma":[0.9983944,0.0002212822,0.0002286611,0.0007390755,0.0003226009,0.00009401047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002537455,0.00004376105,0.95072,0.0192062,0.0005061213,0.00004219027,0.0003816239,0.000008044175,0.001810255,1.576585e-7,0.01888615,0.008370158],"study_design_scores_gemma":[0.003799798,0.001729566,0.9153329,0.01074819,0.0008824263,7.279876e-7,0.00065073,0.0003277392,0.01343584,0.00001272263,0.05206997,0.001009398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839799,0.005231801,1.423179e-7,0.0076592,0.0007827003,0.001273134,0.000281909,0.000102553,0.0006886707],"genre_scores_gemma":[0.9737214,0.0005931329,0.00003040385,0.01719716,0.001122884,0.000061572,0.003406422,0.000176295,0.003690664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03538707,"threshold_uncertainty_score":0.9998274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794302841258795,"score_gpt":0.2467188012575855,"score_spread":0.2287757728449975,"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."}}