{"id":"W2809481001","doi":"10.1080/15592294.2018.1481706","title":"Loci-specific differences in blood DNA methylation in HBV-negative populations at risk for hepatocellular carcinoma development","year":2018,"lang":"en","type":"article","venue":"Epigenetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Cancer Research UK; American Cancer Society","keywords":"Hepatocellular carcinoma; Cirrhosis; DNA methylation; Biology; CpG site; Pyrosequencing; Prospective cohort study; Methylation; Liver cancer; Cancer; Epigenetics; Internal medicine; Carcinoma; Oncology; Gastroenterology; Pathology; Cancer research; DNA; Gene; Medicine; Genetics; Gene expression","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":[0.00015206,0.00008402856,0.0001753519,0.0004781339,0.0001710165,0.0002869922,0.00008654543,0.0001716139,0.001209716],"category_scores_gemma":[0.0006499775,0.0001206928,0.0001041168,0.000270079,0.0001448506,0.00007266589,0.0001802685,0.0001241831,0.000142543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041543,"about_ca_system_score_gemma":0.00007307734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443865,"about_ca_topic_score_gemma":0.001515926,"domain_scores_codex":[0.9998351,0.00003967931,0.0000131832,0.00006303198,0.00002382718,0.00002511278],"domain_scores_gemma":[0.9997566,0.00007141129,0.00007649638,0.00002114159,0.00002931717,0.0000449627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001207423,0.00003917663,0.8923107,0.00003013566,0.0001015862,0.0001478416,0.0005552634,0.00009406027,0.09739434,0.00007019071,0.00006378357,0.007985431],"study_design_scores_gemma":[0.000005813578,0.0001051606,0.9969765,0.000002370113,0.00002582845,0.0002563954,0.0001123658,0.0001437453,0.002209404,0.00004017521,0.0001198283,0.0000024979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995521,0.00009105981,0.0001408119,0.000005198032,0.00000110486,0.00000185966,0.0000598261,0.000002500473,0.0001455851],"genre_scores_gemma":[0.9996874,0.00002669059,0.00008737965,0.000006117785,0.000001301774,0.000002682985,0.00007992984,0.00000125879,0.0001072356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001443865,"threshold_uncertainty_score":0.004046857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04315378461028709,"score_gpt":0.2704479578696116,"score_spread":0.2272941732593245,"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."}}