{"id":"W4210838790","doi":"10.1186/s13148-022-01241-7","title":"The applications of DNA methylation as a biomarker in kidney transplantation: a systematic review","year":2022,"lang":"en","type":"review","venue":"Clinical Epigenetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Regione del Veneto","keywords":"DNA methylation; Biomarker; Epigenetics; Kidney transplantation; Transplantation; Medicine; Methylation; Kidney; Bioinformatics; Biology; Immunology; Oncology; Cancer research; Internal medicine; Gene expression; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007039436,0.00109708,0.006640815,0.01041599,0.0004518201,0.00158089,0.001585124,0.001541186,0.002097885],"category_scores_gemma":[0.03057798,0.0006221786,0.005769903,0.01371836,0.0007687302,0.001687606,0.00107178,0.0007151221,0.0001570512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002370283,"about_ca_system_score_gemma":0.007301814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006468284,"about_ca_topic_score_gemma":0.01516348,"domain_scores_codex":[0.9931957,0.002402412,0.002463889,0.0006098693,0.001158109,0.0001701561],"domain_scores_gemma":[0.9636179,0.02741695,0.005857583,0.0004524039,0.002348596,0.0003066512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000280227,0.00001510157,0.005408855,0.9291331,0.01504137,0.0001132958,0.0001627122,0.0001609317,0.0001984155,0.0001705384,0.00142667,0.04788883],"study_design_scores_gemma":[0.0002231095,0.0002851229,0.02771737,0.8103274,0.1393984,0.0007799648,0.000316602,0.0002609803,0.0003390438,0.0003832761,0.01990271,0.00006590779],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001091304,0.9981819,0.000084856,0.0001577955,0.00003962708,0.00006493174,0.0002734819,0.00000283572,0.0001031979],"genre_scores_gemma":[0.02003228,0.9786558,0.0004158457,0.0003315466,0.00007358922,0.0002172684,0.0002301971,0.000002916603,0.00004052886],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01041599,"threshold_uncertainty_score":0.03722858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07603852368784401,"score_gpt":0.4220259007580308,"score_spread":0.3459873770701868,"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."}}