{"id":"W2055981304","doi":"10.1021/ac902322w","title":"Increased Oxidative Modifications of Amniotic Fluid Albumin in Pregnancies Associated with Gestational Diabetes Mellitus","year":2010,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University","funders":"","keywords":"Chemistry; Gestational diabetes; Human serum albumin; Amniotic fluid; Albumin; Gestation; Oxidative stress; Diabetes mellitus; Pregnancy; Endocrinology; Internal medicine; Serum albumin; Chromatography; Fetus; Biochemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004379725,0.0002395292,0.0001941535,0.0007825419,0.0002226761,0.0004047594,0.0001358486,0.0002148357,0.0004057761],"category_scores_gemma":[0.001979623,0.0001979255,0.0001267172,0.0005563627,0.0003448026,0.0001265729,0.0003275452,0.0003267023,0.00007421709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305019,"about_ca_system_score_gemma":0.0001559953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811345,"about_ca_topic_score_gemma":0.001364185,"domain_scores_codex":[0.9996724,0.00009021421,0.00003845429,0.00006408259,0.00009671734,0.00003805271],"domain_scores_gemma":[0.9995065,0.0001059136,0.0002357996,0.00004272135,0.00005937498,0.00004969764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002574068,0.00005563863,0.7071336,0.0001299883,0.0001437852,0.002117535,0.00101052,0.0001630676,0.2562138,0.0001295315,0.0001091605,0.03021918],"study_design_scores_gemma":[0.00000846457,0.0002798631,0.9653657,0.00002052314,0.00005983559,0.002552283,0.0002588078,0.0002693381,0.03042285,0.0001454743,0.0006088382,0.000007978602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983705,0.0009641261,0.0003209231,0.00002263682,0.000009317782,0.000003200227,0.00004784453,0.000005740946,0.0002559057],"genre_scores_gemma":[0.9988835,0.0004611044,0.0004024061,0.00002084234,0.000005653956,0.000003595903,0.00005613925,0.000002764407,0.0001639587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001811345,"threshold_uncertainty_score":0.003601551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395825239168933,"score_gpt":0.2686938741522563,"score_spread":0.2547356217605669,"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."}}