{"id":"W1945101112","doi":"10.1111/j.1464-5491.2010.03140.x","title":"Genomic expression profiles of blood and placenta reveal significant immune‐related pathways and categories in Chinese women with gestational diabetes mellitus","year":2010,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"Chinese Academy of Sciences","keywords":"Medicine; Gestational diabetes; Placenta; Immune system; Diabetes mellitus; Obstetrics; Gestation; Pregnancy; Immunology; Endocrinology; Fetus; Genetics","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":[0.0006241682,0.0001986411,0.000476624,0.0002797713,0.00005070368,0.00001036125,0.0000768114,0.00007014677,0.0001779256],"category_scores_gemma":[0.0004003884,0.0001273184,0.00001405535,0.0002332822,0.0005714343,0.00007293031,0.00007181144,0.0002992503,0.00000180136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000220305,"about_ca_system_score_gemma":0.0001001622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004861166,"about_ca_topic_score_gemma":0.000007829957,"domain_scores_codex":[0.9983515,0.00006275958,0.0004377344,0.0003134816,0.0004437114,0.0003908824],"domain_scores_gemma":[0.9989286,0.0003352475,0.0001344955,0.0002097597,0.0001216807,0.0002702374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001571563,0.0001626538,0.4300212,0.0006844635,0.00008006111,0.00002300874,0.002169264,0.000003329028,0.5645066,0.0005364992,0.00003468234,0.001621102],"study_design_scores_gemma":[0.005041643,0.00121643,0.9767008,0.0004009877,0.00007289546,0.000006435988,0.001134214,0.0001822614,0.01327464,0.001792205,0.00004287909,0.0001346315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963135,0.001642136,0.000003528085,0.0009023481,0.00004977393,0.000753021,0.00002483565,0.00001891207,0.0002919587],"genre_scores_gemma":[0.9983738,0.0003409435,0.0006648006,0.00007141873,0.00004082454,0.0001541499,0.0001620624,0.00002161853,0.0001703714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5512319,"threshold_uncertainty_score":0.5191895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00695556004251752,"score_gpt":0.2306981065066969,"score_spread":0.2237425464641794,"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."}}