{"id":"W2321552624","doi":"10.1097/tp.0b013e3182029b16","title":"Effects of Sample Timing and Treatment on Gene Expression in Early Acute Renal Allograft Rejection","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity; Prevention of Organ Failure; University of British Columbia","funders":"","keywords":"JUNB; Gene expression; Gene expression profiling; Fold change; MALAT1; Biology; Medicine; Immune system; Immunology; Gene; Bioinformatics; Downregulation and upregulation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006328268,0.0002426873,0.0005292554,0.0003843784,0.0002465914,0.000510052,0.0002584301,0.0003604393,0.0005847067],"category_scores_gemma":[0.006386838,0.0001491547,0.000275086,0.0004763208,0.0004481315,0.0002199376,0.0002429427,0.0003181864,0.0001344955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639002,"about_ca_system_score_gemma":0.0002521987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003457763,"about_ca_topic_score_gemma":0.0005725608,"domain_scores_codex":[0.9955506,0.002570135,0.0002940032,0.0005311387,0.0008863899,0.0001677842],"domain_scores_gemma":[0.9949661,0.003061093,0.0008733588,0.0004250156,0.0004887868,0.0001857081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03195595,0.001221882,0.4754414,0.0004655859,0.0004940131,0.0004130861,0.0004349466,0.001032772,0.3996709,0.0001096157,0.0003767481,0.08838315],"study_design_scores_gemma":[0.0001658184,0.01106166,0.87065,0.00002404105,0.0003734011,0.0009750903,0.000141242,0.002343772,0.1129569,0.0001141291,0.001170623,0.00002333541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938452,0.001905115,0.003701126,0.00005771808,0.00004483268,0.00008221886,0.0001068407,0.00003096925,0.000226019],"genre_scores_gemma":[0.9951847,0.000245889,0.003958647,0.0000648501,0.00003136601,0.0001018653,0.0002427649,0.00001764241,0.0001521817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006328268,"threshold_uncertainty_score":0.03346747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553559898941584,"score_gpt":0.2861174179907288,"score_spread":0.2705818190013129,"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."}}