{"id":"W2157993364","doi":"10.1095/biolreprod.110.083550","title":"Nuclear Receptors of the Peroxisome Proliferator-Activated Receptor (PPAR) Family in Gestational Diabetes: From Animal Models to Clinical Trials1","year":2010,"lang":"en","type":"review","venue":"Biology of Reproduction","topic":"Peroxisome Proliferator-Activated Receptors","field":"Biochemistry, Genetics and Molecular Biology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Biology; Nuclear receptor; Peroxisome proliferator-activated receptor; Endocrinology; Trophoblast; Internal medicine; Receptor; Polycystic ovary; Gestational diabetes; Transcription factor; Placenta; Diabetes mellitus; Fetus; Insulin resistance; Pregnancy; Genetics; Gene; Medicine","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001783522,0.0006165078,0.002364104,0.0002956335,0.0000869173,0.00001497396,0.0007941058,0.002040164,0.00005516064],"category_scores_gemma":[0.002162201,0.0004530466,0.0008021739,0.0006326229,0.0005494489,0.00002276282,0.0003523077,0.0009973221,0.00001918603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009143473,"about_ca_system_score_gemma":0.000693502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006194792,"about_ca_topic_score_gemma":0.000009446047,"domain_scores_codex":[0.9936739,0.001699068,0.002220964,0.001707351,0.0002611564,0.0004376271],"domain_scores_gemma":[0.9962887,0.0001697715,0.001639907,0.001392598,0.0003676338,0.0001414512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005977417,0.0005087456,0.002439098,0.0005777333,0.0005949368,1.81891e-7,0.00009492552,0.00001715709,0.7279276,0.00004780809,0.001989686,0.2652045],"study_design_scores_gemma":[0.0005742767,0.0008545631,0.0001851462,0.0009773182,0.0001545141,0.000003019187,0.0000432735,0.000003865787,0.1455137,0.00006791099,0.8511111,0.0005113781],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5836752,0.411348,0.000007912796,0.0001088897,0.0031804,0.00137165,0.0002657661,0.00002277683,0.00001937205],"genre_scores_gemma":[0.03901635,0.9550222,0.001764954,0.00006059347,0.00245945,0.0002560649,0.001184645,0.0001558885,0.00007985198],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8491214,"threshold_uncertainty_score":0.9997921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06709315351142087,"score_gpt":0.3379008454468239,"score_spread":0.270807691935403,"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."}}