{"id":"W2324175139","doi":"10.1210/jc.2016-1402","title":"Evaluation of Circulating Determinants of Beta-Cell Function in Women With and Without Gestational Diabetes","year":2016,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":56,"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","keywords":"Internal medicine; Gestational diabetes; Endocrinology; Insulin resistance; Prolactin; Insulin; Human placental lactogen; Medicine; Glucose tolerance test; Pregnancy; Diabetes mellitus; Hormone; Gestation; Biology; Fetus","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":[0.0004881046,0.0002102961,0.0003076093,0.0005370713,0.0002409301,0.0003466121,0.0002160061,0.0002963185,0.0006430221],"category_scores_gemma":[0.002166427,0.0001537963,0.0001769333,0.0005893815,0.0002534293,0.0002426695,0.0002435859,0.000269976,0.0001335306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784177,"about_ca_system_score_gemma":0.0001963271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535044,"about_ca_topic_score_gemma":0.001779876,"domain_scores_codex":[0.9997442,0.0000838562,0.00003150232,0.00006060297,0.00004164569,0.00003821725],"domain_scores_gemma":[0.9993545,0.0002166655,0.000230464,0.00004035,0.00005079868,0.0001071513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003085842,0.00001408023,0.9978131,0.000007405078,0.0000172615,0.00008098719,0.0000546119,0.00001193661,0.0003022966,0.000005771074,0.00001870335,0.001365245],"study_design_scores_gemma":[0.0000131186,0.0003446723,0.9984416,0.000004904687,0.00002955153,0.0005870324,0.0002041877,0.00008542859,0.0001300366,0.00001563516,0.0001413755,0.000002329685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991635,0.0004059585,0.00006193034,0.00001475012,0.000004816968,0.000005745534,0.000106528,0.000001811993,0.0002350125],"genre_scores_gemma":[0.9995922,0.0001174121,0.00009590987,0.00002285085,0.000005437101,0.000009918296,0.00009985916,8.487327e-7,0.00005551139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001535044,"threshold_uncertainty_score":0.003052235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07061990654750638,"score_gpt":0.3911977748797042,"score_spread":0.3205778683321978,"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."}}