{"id":"W2624858115","doi":"10.2337/dc17-0781","title":"Impact of Changes Over Time in Adipokines and Inflammatory Proteins on Changes in Insulin Sensitivity, β-Cell Function, and Glycemia in Women With Previous Gestational Dysglycemia","year":2017,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Canadian Diabetes Association","keywords":"Adipokine; Adiponectin; Chemerin; Endocrinology; Medicine; Internal medicine; Retinol binding protein 4; Inflammation; Diabetes mellitus; Insulin resistance; Leptin; Insulin; Type 2 diabetes; Obesity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008390097,0.0001658793,0.0004153043,0.0004184838,0.0004861581,0.0005899427,0.0003198808,0.002069691,0.0008310811],"category_scores_gemma":[0.005991179,0.0001139259,0.0002646218,0.000656031,0.0005082808,0.0004793114,0.0002203862,0.001470489,0.0003373879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008725733,"about_ca_system_score_gemma":0.0004703108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849876,"about_ca_topic_score_gemma":0.003885666,"domain_scores_codex":[0.99942,0.0002406241,0.0000726701,0.00009666001,0.0001104646,0.00005953739],"domain_scores_gemma":[0.9975909,0.001483621,0.0003507265,0.0001104194,0.0002779237,0.0001864246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001997981,0.000271467,0.7926986,0.0002517379,0.0001229076,0.04320234,0.0007813101,0.000163003,0.002083341,0.0008384797,0.04735282,0.110236],"study_design_scores_gemma":[0.0002792143,0.001725092,0.8186485,0.0007629844,0.000292466,0.1056824,0.003101538,0.001832049,0.00151906,0.006481343,0.05958064,0.00009463343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5614352,0.02733271,0.0008648218,0.3935264,0.005016017,0.00006517005,0.0006585162,0.00006331014,0.01103779],"genre_scores_gemma":[0.8955148,0.01070242,0.001010685,0.07920796,0.01072481,0.00006493632,0.0001780556,0.00001968896,0.00257669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002849876,"threshold_uncertainty_score":0.006330967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007458745492924183,"score_gpt":0.241632202468183,"score_spread":0.2341734569752588,"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."}}