{"id":"W6958777830","doi":"10.6084/m9.figshare.29085713.v1","title":"Additional file 1 of Genome-Wide Methylation Sequencing to Identify DNA Methylation Markers for Early-stage Hepatocellular Carcinoma in Liver and Blood","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Hepatocellular carcinoma; DNA methylation; Methylation; DNA; Carcinoma; Gene; Liver cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001480082,0.001413601,0.00153251,0.003441047,0.001036044,0.001790719,0.002041209,0.001598773,0.8862034],"category_scores_gemma":[0.02434452,0.0009657053,0.001457784,0.003082169,0.0003278696,0.001315534,0.001174417,0.001044903,0.2035103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009799966,"about_ca_system_score_gemma":0.001654609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007505032,"about_ca_topic_score_gemma":0.01591241,"domain_scores_codex":[0.9992404,0.000132374,0.0001074777,0.0002377315,0.0001491612,0.000132926],"domain_scores_gemma":[0.9794461,0.0167342,0.0007356942,0.001036008,0.001433655,0.0006143714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005173408,0.0001801161,0.004734324,0.003397925,0.000129286,0.0001682803,0.00008903484,0.000838248,0.0004572013,0.000917096,0.9753634,0.01320768],"study_design_scores_gemma":[0.009785101,0.0006096489,0.07297599,0.003978573,0.0006342344,0.001480898,0.0004908498,0.00515794,0.003204596,0.02187312,0.8794476,0.0003613928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0002302526,0.00002316495,0.0003857235,0.00007453914,0.00002989388,0.00005614974,0.9980674,0.0003940333,0.0007387534],"genre_scores_gemma":[0.007817102,0.000148343,0.005629994,0.0008078992,0.000132764,0.001404677,0.9735572,0.001607454,0.008894522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8862034,"threshold_uncertainty_score":0.162317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04786614902693511,"score_gpt":0.2930535975116038,"score_spread":0.2451874484846687,"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."}}