{"id":"W2036708594","doi":"10.1111/dme.12529","title":"The association between socio‐demographic marginalization and plasma glucose levels at diagnosis of gestational diabetes","year":2014,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Population; Demography; Ethnic group; Glucose tolerance test; Internal medicine; Obstetrics; Gestation; Pregnancy; Endocrinology; Insulin resistance; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001644975,0.0001554769,0.0003692753,0.0001971845,0.0002241183,0.00001623657,0.0001016319,0.00008353352,0.0001544641],"category_scores_gemma":[0.003106162,0.0001066261,0.0000572405,0.0003233267,0.0003159881,0.00006259236,0.00007462865,0.0001372163,0.0000163974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337644,"about_ca_system_score_gemma":0.00003695593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001361995,"about_ca_topic_score_gemma":0.000009692587,"domain_scores_codex":[0.9977484,0.000203531,0.0004259989,0.0002421852,0.0009929246,0.0003869164],"domain_scores_gemma":[0.9955883,0.003377154,0.0002573399,0.0002038736,0.0003602107,0.0002131093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001604861,0.00003801367,0.969725,0.0003116537,0.00023842,5.250943e-7,0.0001632562,0.000005396144,0.0007304795,0.002951058,0.004726841,0.02109329],"study_design_scores_gemma":[0.00189972,0.0004865317,0.9756287,0.0002229727,0.0002757027,2.923318e-7,0.00007798788,0.001068493,0.001814131,0.002947094,0.01548306,0.00009526662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827145,0.0008759809,0.0001765626,0.01444562,0.0000909589,0.0004931964,0.00003146119,0.00002668207,0.00114503],"genre_scores_gemma":[0.996543,0.001043508,0.000194648,0.0004427535,0.0002069339,0.0001330501,0.0002882649,0.00001956275,0.001128209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099803,"threshold_uncertainty_score":0.4348086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950310150003859,"score_gpt":0.2750730029421325,"score_spread":0.2555699014420939,"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."}}