{"id":"W2987870876","doi":"10.1016/j.ebiom.2019.10.053","title":"The use of human papillomavirus DNA methylation in cervical intraepithelial neoplasia: A systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"EBioMedicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Medical Research Council; Academy of Finland; European Commission; Imperial Health Charity; Wellcome Trust; Horizon 2020; Sigrid Juséliuksen Säätiö; National Institute for Health and Care Research; Genesis Research Trust; Jalmari ja Rauha Ahokkaan Säätiö","keywords":"Medicine; Cervical intraepithelial neoplasia; Meta-analysis; Confidence interval; Squamous intraepithelial lesion; Odds ratio; DNA methylation; Internal medicine; Methylation; Oncology; Diagnostic odds ratio; Biomarker; Cervical cancer; Cancer; Biology; Gene; 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":[0.01230443,0.002289269,0.015857,0.006418781,0.000627131,0.002538317,0.002037714,0.001973861,0.00308687],"category_scores_gemma":[0.03617108,0.001244402,0.0309154,0.008240941,0.0006782189,0.001504733,0.00147455,0.00141497,0.0002489428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00272074,"about_ca_system_score_gemma":0.004003775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009826515,"about_ca_topic_score_gemma":0.01991905,"domain_scores_codex":[0.9904395,0.004774334,0.002530828,0.001029656,0.0009033034,0.0003222339],"domain_scores_gemma":[0.9787972,0.0161709,0.002806785,0.0005451706,0.00144766,0.0002322692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001174723,0.00001595081,0.00629291,0.5039591,0.4747783,0.0001198837,0.00009363474,0.0004917895,0.0002197282,0.0001038655,0.0007108588,0.01203914],"study_design_scores_gemma":[0.0003056767,0.000149168,0.005484511,0.04300664,0.9487595,0.0001137284,0.00004768938,0.0001686595,0.0001183357,0.000144552,0.001680077,0.00002154914],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003196199,0.9953826,0.0003185242,0.0001615882,0.00009500433,0.0001633022,0.0005020543,0.00001458537,0.0001660744],"genre_scores_gemma":[0.1287104,0.8666934,0.001650373,0.0006746008,0.0002105672,0.00102598,0.0007785858,0.00002230566,0.0002337449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.015857,"threshold_uncertainty_score":0.06507277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2779150360496804,"score_gpt":0.4504713491933345,"score_spread":0.172556313143654,"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."}}