{"id":"W2883858298","doi":"10.1097/01.tp.0000542580.65616.70","title":"Prognostic Biomarkers and Potential Treatment for BK Polyomavirus Associated Nephropathy","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"DNA methylation; Biology; Epigenetics; DNMT1; Cancer research; Virology; Molecular biology; Gene expression; Gene","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":[0.00004526129,0.0001168534,0.0001389996,0.00007237343,0.0001300237,0.00001607046,0.00001782671,0.000091161,0.00002968148],"category_scores_gemma":[0.00001515955,0.00008980613,0.00006879486,0.00008059874,0.00008987418,0.00005477947,0.000001489688,0.00002577395,0.00001532121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000407861,"about_ca_system_score_gemma":0.00005876941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001105987,"about_ca_topic_score_gemma":0.00003072839,"domain_scores_codex":[0.9993743,0.00002178289,0.0001447489,0.0001772677,0.00009903288,0.0001828114],"domain_scores_gemma":[0.9996771,0.00004295825,0.00004481173,0.00006572804,0.00005177116,0.0001176895],"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":[0.04309155,0.004464103,0.2121631,0.00115559,0.005128318,0.001028359,0.007490935,0.000009448667,0.4707279,0.000752127,0.001693721,0.2522949],"study_design_scores_gemma":[0.02229947,0.006157364,0.9049382,0.0004099666,0.006048505,0.0003088354,0.0001635355,0.003798884,0.05441661,0.0003142202,0.0007238475,0.0004206261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965827,0.0006580764,0.001081811,0.0002208886,0.0001493658,0.0006473651,0.0002150434,0.00008865561,0.0003560283],"genre_scores_gemma":[0.9982916,0.0005078156,0.0002778218,0.0001157276,0.000127933,0.00004684706,0.0004213151,0.00001742453,0.0001935041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6927751,"threshold_uncertainty_score":0.3662188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631221933406845,"score_gpt":0.2822932982046096,"score_spread":0.2659810788705411,"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."}}