{"id":"W4291183951","doi":"10.1016/j.jcjd.2022.07.004","title":"Associations Among Biomarkers of Inflammation, Tubular Injury and Lipid Metabolism With Gestational Diabetes Mellitus Status, Microalbuminuria and Retinopathy in the Microalbuminuria and Retinopathy in Gestational Diabetes Study","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre; Sinai Health System; Sunnybrook Hospital; Health Sciences Centre; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Department of Medicine, University of Toronto; University of Toronto; Diabetes Canada","keywords":"Medicine; Microalbuminuria; Gestational diabetes; Retinopathy; Diabetic retinopathy; Internal medicine; Diabetes mellitus; Gestation; Endocrinology; Gestational age; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.001650183,0.0006027578,0.0008352251,0.0005533801,0.0008787727,0.001279447,0.0006125809,0.0009095815,0.0008880545],"category_scores_gemma":[0.002888624,0.0008874396,0.001331903,0.00171323,0.0003440613,0.000533448,0.0009448914,0.001581206,0.00008943449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008413009,"about_ca_system_score_gemma":0.001162783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06962161,"about_ca_topic_score_gemma":0.1042977,"domain_scores_codex":[0.999069,0.000352914,0.0001026964,0.0001813928,0.000140383,0.0001535742],"domain_scores_gemma":[0.9982324,0.0002947966,0.0005460821,0.0002542106,0.0001954406,0.0004771733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009716199,0.00007928799,0.9966373,0.0000236505,0.0008488848,0.00005863958,0.0001249257,0.00003835082,0.0001973112,0.00003890638,0.0001284718,0.0008526506],"study_design_scores_gemma":[0.00004005341,0.0001293892,0.9989581,0.000007409221,0.0003308036,0.00006213245,0.0001506754,0.00005887268,0.00003153311,0.00002683336,0.0001976577,0.000006520238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974385,0.001076095,0.0000975454,0.00008942412,0.00001822981,0.00001600579,0.0007754283,0.000003695208,0.0004849962],"genre_scores_gemma":[0.9984091,0.0003864628,0.0001335638,0.00003888084,0.00001599709,0.00002226345,0.0005560436,0.000002542638,0.000435232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06962161,"threshold_uncertainty_score":0.1384327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006863121385163396,"score_gpt":0.2103627827527375,"score_spread":0.2034996613675741,"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."}}