{"id":"W2063383651","doi":"10.1186/ar3937","title":"Longitudinal analysis of mRNA transcripts and plasma proteins to define a biomarker associated with lupus disease activity","year":2012,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Canadian Arthritis Network; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Arthritis Society; Lupus Research Alliance; Arthritis Foundation","keywords":"Rheumatology; Biomarker; Systemic lupus erythematosus; Internal medicine; Medicine; Messenger RNA; Disease; Biomarker discovery; Computational biology; Bioinformatics; Immunology; Oncology; Biology; Proteomics; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597096,0.0002474611,0.0005141579,0.0009571849,0.0003259752,0.0007120221,0.0001493813,0.0002945701,0.001164983],"category_scores_gemma":[0.002153574,0.0001421627,0.0003168441,0.001435486,0.0002596081,0.0003194009,0.0003062358,0.0006441314,0.0003084292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212272,"about_ca_system_score_gemma":0.0002939625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008177566,"about_ca_topic_score_gemma":0.001141594,"domain_scores_codex":[0.9993844,0.0001495163,0.00005785062,0.0002199439,0.0001008299,0.00008748323],"domain_scores_gemma":[0.9982262,0.0006206529,0.0005460308,0.0001598232,0.0003036506,0.0001435133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001410452,0.0001248699,0.9026299,0.0001688537,0.0002783152,0.0001707718,0.0004337133,0.0007056746,0.07541713,0.0001355141,0.0006213755,0.01790336],"study_design_scores_gemma":[0.00001227303,0.0004125752,0.9900075,0.0000186116,0.0001203691,0.0002892289,0.0002181035,0.001693365,0.00551343,0.0001950341,0.001505423,0.00001400179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887993,0.001552523,0.005247042,0.0001003028,0.00001905025,0.00004594691,0.003594032,0.0000547823,0.0005870076],"genre_scores_gemma":[0.9897126,0.0004120358,0.004834805,0.00009091219,0.0000328169,0.0001603855,0.004181265,0.00002338845,0.0005517925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001597096,"threshold_uncertainty_score":0.008446336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08841924705758562,"score_gpt":0.3591761190513936,"score_spread":0.270756871993808,"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."}}