{"id":"W4405288598","doi":"10.2337/ds24-0014","title":"Prevalence and Correlates of Diabetes Distress in Pregnant Individuals With Preexisting Diabetes: A Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Impact; McMaster University","funders":"Registered Nurses’ Foundation of Ontario; Canadian Nurses Foundation","keywords":"Medicine; Cross-sectional study; Diabetes mellitus; Distress; Obstetrics; Clinical psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0007378349,0.0002925096,0.0004416257,0.0004809044,0.00008521467,0.0002041251,0.000177652,0.00007575469,0.0001179378],"category_scores_gemma":[0.0002911185,0.0002292721,0.0000733075,0.0006164567,0.0003193878,0.0002939173,0.0002015557,0.0003741386,0.00001367765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058565,"about_ca_system_score_gemma":0.0001063461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002034814,"about_ca_topic_score_gemma":0.0000278024,"domain_scores_codex":[0.9971182,0.0001003523,0.0005381603,0.0006858652,0.0008045218,0.0007528539],"domain_scores_gemma":[0.9986986,0.000606266,0.0001046532,0.0003071,0.00008940592,0.0001939667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002143472,0.0005852804,0.9928953,0.003812078,0.0003845436,0.00002417677,0.0003992564,0.0000854005,0.0004286998,0.0004141342,0.00002445055,0.0009252522],"study_design_scores_gemma":[0.001225367,0.002083249,0.9879061,0.002280665,0.0001165305,8.094909e-7,0.000114358,0.003739598,0.001448179,0.0008187554,0.00003487127,0.0002315396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931055,0.004293115,0.000004974393,0.0001493736,0.0001026302,0.001557642,0.0001833729,0.0000979733,0.0005054584],"genre_scores_gemma":[0.9986558,0.00007976718,0.0001511225,0.00002894165,0.00006130189,0.000354568,0.00008921082,0.00004388942,0.0005354215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005550317,"threshold_uncertainty_score":0.9349443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590548899954951,"score_gpt":0.2951956220536562,"score_spread":0.2792901330541067,"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."}}