{"id":"W2903204862","doi":"10.3390/ijms19123894","title":"Maternal Cognitive Impairment Associated with Gestational Diabetes Mellitus—A Review of Potential Contributing Mechanisms","year":2018,"lang":"en","type":"review","venue":"International Journal of Molecular Sciences","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Universiti Teknologi MARA","keywords":"Neuroinflammation; Insulin resistance; Insulin receptor; Medicine; Gestational diabetes; Endocrinology; Protein kinase B; Cognitive decline; Internal medicine; Type 2 diabetes; Insulin; Diabetes mellitus; PI3K/AKT/mTOR pathway; Bioinformatics; Biology; Signal transduction; Dementia; Disease; Pregnancy; Cell 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":[0.001861559,0.0002576578,0.001231423,0.0003635357,0.00005556784,0.00003721892,0.0005280572,0.0001147846,0.0001333467],"category_scores_gemma":[0.0006833491,0.0001614135,0.0005573761,0.0002800598,0.0004916643,0.0001278863,0.0001216612,0.0002917738,0.000008302966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001187841,"about_ca_system_score_gemma":0.0008431196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002446538,"about_ca_topic_score_gemma":3.820793e-7,"domain_scores_codex":[0.9964077,0.0002371722,0.001095637,0.0002614857,0.001730707,0.0002672389],"domain_scores_gemma":[0.9952091,0.0002497947,0.002258815,0.00007359034,0.00209096,0.0001177305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005921788,0.00165562,0.0006296606,0.04479565,0.01416735,0.01295673,0.0001588532,0.00000918013,0.0007802718,0.004925001,0.0003620999,0.9189674],"study_design_scores_gemma":[0.003746625,0.007191444,0.001073997,0.9464889,0.006254793,0.01256453,0.00009697683,0.00005694823,0.00237367,0.003549969,0.01584771,0.0007544939],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002468245,0.9931206,0.002821323,0.0002549261,0.0005628886,0.0003825705,0.0001767786,0.00000648066,0.0002062422],"genre_scores_gemma":[0.01195498,0.9853699,0.00173115,0.0006231674,0.0001671898,0.000009419833,0.00009747884,0.00001789145,0.00002880241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9182129,"threshold_uncertainty_score":0.658225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734894394037114,"score_gpt":0.3210168859319473,"score_spread":0.3036679419915762,"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."}}