{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004870521,0.0001464631,0.0001906515,0.0006856877,0.0004006519,0.0004558583,0.0003263496,0.0002357336,0.0014795],"category_scores_gemma":[0.004419819,0.0001291511,0.0002597675,0.0005723379,0.0004158379,0.0002564474,0.0006267739,0.0004680355,0.00009473631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006473075,"about_ca_system_score_gemma":0.0005221516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03218548,"about_ca_topic_score_gemma":0.02799827,"domain_scores_codex":[0.999572,0.000134871,0.00004244693,0.00006730586,0.00008974282,0.00009375129],"domain_scores_gemma":[0.9976553,0.0004537625,0.001050946,0.00009663851,0.0002339242,0.0005094107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003713177,0.000006120327,0.9993746,0.000003512337,0.00001795294,0.00003141125,0.00008657958,0.00001625917,0.00004487896,0.000009602227,0.00002583531,0.0003460849],"study_design_scores_gemma":[0.000001344428,0.00002132162,0.9995679,0.000003204696,0.000005483767,0.0000870144,0.0001539755,0.00008937043,0.00001225462,0.000009463279,0.00004716358,0.000001430601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993279,0.0001723262,0.00003932024,0.00006936818,0.000002549895,0.000002792223,0.000157944,0.000001095932,0.0002268784],"genre_scores_gemma":[0.9998425,0.00002918202,0.00001928729,0.000008685094,0.000002777223,0.000001945341,0.00006986245,3.648389e-7,0.00002540446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03218548,"threshold_uncertainty_score":0.06399626,"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."}}