{"id":"W2557120810","doi":"10.1016/j.jcjd.2016.09.004","title":"A Randomized Controlled Clinical Trial Investigating the Effects of Omega-3 Fatty Acids and Vitamin E Co-Supplementation on Biomarkers of Oxidative Stress, Inflammation and Pregnancy Outcomes in Gestational Diabetes","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; Internal medicine; Vitamin E; Pregnancy; Placebo; Oxidative stress; Malondialdehyde; Omega 3 fatty acid; Endocrinology; Vitamin; Diabetes mellitus; Polyunsaturated fatty acid; Antioxidant; Fatty acid; Gestation; Docosahexaenoic acid; Biochemistry; Chemistry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002010439,0.0001356396,0.0009300143,0.0004811092,0.00004763983,0.00002425663,0.0000789765,0.00005425118,0.00001636683],"category_scores_gemma":[0.01372772,0.00007306659,0.0001521781,0.000125127,0.000583061,0.0001799317,0.00001253569,0.0001244924,3.246774e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005931083,"about_ca_system_score_gemma":0.000410444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000509256,"about_ca_topic_score_gemma":0.0003533929,"domain_scores_codex":[0.9974936,0.0007318224,0.001079079,0.0001284388,0.0003351482,0.0002318588],"domain_scores_gemma":[0.9898246,0.008767993,0.0007717474,0.00009032439,0.00027163,0.0002737138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009151901,0.00007309033,0.9664574,0.0004317065,0.001072763,0.000003352881,0.0004574326,0.000004025961,0.005309659,0.0009545213,0.00005564408,0.01602856],"study_design_scores_gemma":[0.4495094,0.001288437,0.5380589,0.002070442,0.0001848369,7.952858e-8,0.0001814599,0.0001028113,0.007267963,0.001269681,0.000003584342,0.00006239978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952345,0.0004887781,0.00001826762,0.002007414,0.00009003526,0.002048402,0.00006392247,0.000001637444,0.00004701763],"genre_scores_gemma":[0.9991801,0.000117564,0.000471198,0.00006647497,0.00003050774,0.00008037222,0.00002188949,0.000008889154,0.00002298014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4403575,"threshold_uncertainty_score":0.9945801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042734317972063,"score_gpt":0.3160419283224599,"score_spread":0.2956145851427393,"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."}}