{"id":"W2900236795","doi":"10.3390/ijms19113467","title":"Maternal β-Cell Adaptations in Pregnancy and Placental Signalling: Implications for Gestational Diabetes","year":2018,"lang":"en","type":"review","venue":"International Journal of Molecular Sciences","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research; Manitoba Medical Service Foundation; Research Manitoba","keywords":"Lipotoxicity; Gestational diabetes; Insulin resistance; Pregnancy; Insulin; Diabetes mellitus; Adipokine; Endocrinology; Medicine; Internal medicine; Glucose homeostasis; Biology; Bioinformatics; Gestation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000391167,0.0001770927,0.0005299468,0.0006345072,0.00006387661,0.0001032822,0.0003160981,0.00009090148,0.00003203846],"category_scores_gemma":[0.0002519036,0.0001366222,0.0002621328,0.0002052753,0.0002236481,0.0001645822,0.00004017209,0.0001492364,0.000004559392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038636,"about_ca_system_score_gemma":0.0006874882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003247455,"about_ca_topic_score_gemma":0.000001276212,"domain_scores_codex":[0.9983907,0.00005458577,0.0007102949,0.0002331905,0.0004371041,0.0001741032],"domain_scores_gemma":[0.9983431,0.000377164,0.0006251762,0.00006908048,0.0004712997,0.0001141864],"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":[0.0001356894,0.001125685,0.02033503,0.005089965,0.001392758,0.0001359525,0.0003795512,0.0001083488,0.003144101,0.01145048,0.001176874,0.9555256],"study_design_scores_gemma":[0.01189521,0.005048732,0.01646655,0.1407159,0.004234791,0.002646276,0.0004948452,0.002333654,0.002951685,0.01636953,0.7949093,0.001933567],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01299951,0.9832715,0.001656541,0.0004364597,0.000483566,0.0004066809,0.00008902351,0.000007122102,0.0006496442],"genre_scores_gemma":[0.01470567,0.9723235,0.01226947,0.0001659285,0.000255675,0.00006792689,0.00005400318,0.00002155333,0.0001362438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.953592,"threshold_uncertainty_score":0.5571291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05482287842460782,"score_gpt":0.3551160178020945,"score_spread":0.3002931393774866,"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."}}