{"id":"W2939381881","doi":"10.1084/jem.20190185","title":"Longitudinal profiling of human blood transcriptome in healthy and lupus pregnancy","year":2019,"lang":"en","type":"article","venue":"The Journal of Experimental Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Allergy and Infectious Diseases; National Institutes of Health; Morris and Alma Schapiro Fund","keywords":"Systemic lupus erythematosus; Pregnancy; Preeclampsia; Immunology; Transcriptome; Medicine; Fetus; Immune system; Andrology; Biology; Internal medicine; Gene expression; Disease","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":[0.0001996448,0.00008163803,0.0001951815,0.0002630476,0.0001437733,0.0003447281,0.00007542875,0.0001852069,0.0006334571],"category_scores_gemma":[0.0005113384,0.00009273948,0.0001000169,0.0002791093,0.0001256165,0.0001038819,0.000233091,0.0002140989,0.0001673775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055756,"about_ca_system_score_gemma":0.00008357889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00038383,"about_ca_topic_score_gemma":0.0004396,"domain_scores_codex":[0.9998684,0.00003551762,0.000007403627,0.0000422239,0.00002487386,0.00002160108],"domain_scores_gemma":[0.9997998,0.00005737759,0.00006236231,0.0000254654,0.00002791931,0.00002721486],"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":[0.00220437,0.00009977278,0.343171,0.0001040761,0.0001003933,0.0004778498,0.000725531,0.000431348,0.6214491,0.0001692908,0.0005832091,0.03048408],"study_design_scores_gemma":[0.00001414806,0.0004533781,0.9711067,0.00001517631,0.00004784932,0.0009948469,0.0003501546,0.0008164831,0.02365649,0.000212398,0.002321152,0.00001112556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977544,0.0005599171,0.0006410048,0.00003415132,0.000004698559,0.000008153911,0.0006135234,0.000008052416,0.000376064],"genre_scores_gemma":[0.9971327,0.0004231959,0.0005992948,0.00008181423,0.00001129553,0.00003214094,0.001223971,0.000005578115,0.0004900285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006334571,"threshold_uncertainty_score":0.002119124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04453396006892991,"score_gpt":0.3640844292273341,"score_spread":0.3195504691584042,"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."}}