{"id":"W3152088600","doi":"10.1016/j.metabol.2021.154772","title":"Diabetes in pregnancy 100 years after the discovery of insulin: Hot topics and open questions to be addressed in the coming years","year":2021,"lang":"en","type":"review","venue":"Metabolism","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Pregnancy; Insulin; Diabetes mellitus; Medicine; Data science; Computer science; Endocrinology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005349698,0.0001468237,0.0008031593,0.0002141554,0.0000190732,0.0001341498,0.0003816938,0.00006630617,0.00002726308],"category_scores_gemma":[0.0003985748,0.00008928924,0.0001017941,0.0005400125,0.00006021064,0.0001016242,0.0004461171,0.0003196679,0.000003702572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002645513,"about_ca_system_score_gemma":0.0001888792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001786493,"about_ca_topic_score_gemma":0.0002008821,"domain_scores_codex":[0.9984851,0.0003770306,0.0003557896,0.0002387946,0.0003111291,0.0002321488],"domain_scores_gemma":[0.9991609,0.0002697339,0.00007626881,0.0004043472,0.00003925672,0.00004947602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001636336,0.0002071965,0.0006005368,0.004335147,0.0001563819,0.0001016051,0.001214946,0.000002603778,0.000002289799,0.003510535,0.0008541867,0.9889982],"study_design_scores_gemma":[0.0003613007,0.00002605668,0.1309939,0.009585912,0.0002111211,0.00000105521,0.0001433037,0.00000252837,8.091453e-7,0.00008888685,0.8584931,0.00009201254],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01411656,0.9823328,0.000001948384,0.001052071,0.00007422057,0.002066727,0.00009569003,0.000002661604,0.0002572983],"genre_scores_gemma":[0.002397246,0.9945876,0.0002494999,0.0006023489,0.00006733021,0.001066446,0.00009807901,0.00001962446,0.0009118093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9889062,"threshold_uncertainty_score":0.364111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0708172156391306,"score_gpt":0.3734344256793189,"score_spread":0.3026172100401884,"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."}}