{"id":"W4409590468","doi":"10.34172/thj.1253","title":"Investigating the Role of E-cigarettes in Epigenetic Changes and Cancer Risk","year":2024,"lang":"en","type":"article","venue":"Tobacco and Health","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epigenetics; Cancer; Medicine; Oncology; Biology; Genetics; Computational biology; Internal medicine; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002929386,0.00005219477,0.0001231024,0.00005105586,0.00004832695,0.000007718493,0.00001624787,0.0000428336,0.0000117195],"category_scores_gemma":[0.00001297412,0.00002972484,0.00001028414,0.0001236424,0.00008164623,0.00001042844,0.0000155648,0.000147455,4.503279e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001715425,"about_ca_system_score_gemma":0.0001068493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004627641,"about_ca_topic_score_gemma":0.001514735,"domain_scores_codex":[0.9995751,0.00002830667,0.0001105744,0.000105507,0.00006011029,0.0001204284],"domain_scores_gemma":[0.9997888,0.00004417354,0.00003295207,0.0000566509,0.000008185469,0.00006921403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004365249,0.000005236215,0.5451063,0.0001617108,0.00002129822,0.000001275065,0.002268459,6.127783e-7,0.0002965867,0.0001294101,0.0002182741,0.4517865],"study_design_scores_gemma":[0.0002657055,0.0001583017,0.9910997,0.001000557,0.00003633288,0.0000108595,0.001506783,0.0008514145,0.0005457648,0.0006417771,0.00383518,0.00004768679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.829984,0.1514826,2.592433e-7,0.01805477,0.00004363648,0.0001428749,0.000005290363,0.00001119799,0.0002753508],"genre_scores_gemma":[0.96652,0.03264797,0.0000424104,0.0006596986,0.00005580136,0.000007503504,0.000001626181,0.00000594106,0.00005910339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4517388,"threshold_uncertainty_score":0.699564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259981834683247,"score_gpt":0.3118549551817613,"score_spread":0.2892551368349289,"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."}}