{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008616404,0.0004276003,0.0008074985,0.001166595,0.0003497644,0.0008683967,0.0004015509,0.0005482514,0.003648007],"category_scores_gemma":[0.001637831,0.00008749349,0.0005471571,0.001272919,0.0002080453,0.0005301468,0.0003339804,0.0006354543,0.0006912661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004919361,"about_ca_system_score_gemma":0.000618086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000953024,"about_ca_topic_score_gemma":0.001007917,"domain_scores_codex":[0.9996271,0.000110201,0.00005553583,0.00006628646,0.00008527689,0.00005556439],"domain_scores_gemma":[0.9994074,0.0001118908,0.0002352053,0.00002420695,0.0001382816,0.00008305645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002219669,0.0003599286,0.6207927,0.001650569,0.0004580497,0.0007052709,0.00009772447,0.0009483012,0.005239434,0.001269028,0.01190989,0.3543495],"study_design_scores_gemma":[0.0003264132,0.002983244,0.8430874,0.00308244,0.003033513,0.007607991,0.0007171506,0.008184592,0.01397371,0.01034717,0.1065152,0.0001411372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.510206,0.4204085,0.01869531,0.01498068,0.001778429,0.0004782065,0.01142972,0.0007194637,0.02130368],"genre_scores_gemma":[0.9354268,0.04227195,0.009161242,0.001294325,0.001236142,0.0002527975,0.005536662,0.00003275886,0.00478742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003648007,"threshold_uncertainty_score":0.01220381,"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."}}