{"id":"W2972928514","doi":"10.1002/ijc.32680","title":"Agnostic Cys34‐albumin adductomics and DNA methylation: Implication of N‐acetylcysteine in lung carcinogenesis years before diagnosis","year":2019,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Horizon 2020 Framework Programme; MRC-PHE Centre for Environment and Health; European Commission; Medical Research Council Canada; FP7 Environment; National Cancer Institute; National Institutes of Health; Cancer Research UK; H2020 Marie Skłodowska-Curie Actions; World Health Organization","keywords":"Carcinogenesis; Lung cancer; Oxidative stress; DNA methylation; Methylation; CpG site; Acetylcysteine; Cancer; Cancer research; Biology; Medicine; Internal medicine; DNA; Genetics; Biochemistry; Gene; Gene expression","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000413842,0.0001975767,0.000244071,0.0005152205,0.0002117983,0.000361139,0.0001823284,0.0003648399,0.0007779537],"category_scores_gemma":[0.0008495945,0.0001541466,0.0001879413,0.0003542294,0.0002292196,0.0001425369,0.0002195375,0.0002712899,0.0001003119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800562,"about_ca_system_score_gemma":0.0002028985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640372,"about_ca_topic_score_gemma":0.004484521,"domain_scores_codex":[0.9997099,0.0000682974,0.00002103558,0.0001107872,0.00005720634,0.00003262955],"domain_scores_gemma":[0.9996573,0.00007577307,0.0001120232,0.0000557728,0.00005313728,0.0000460071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001223991,0.00009176053,0.743454,0.000058239,0.0002673124,0.0002738418,0.0002954142,0.0002291002,0.2470108,0.0001153351,0.00006480353,0.006915462],"study_design_scores_gemma":[0.000007245675,0.0003455553,0.975609,0.000005079077,0.0001139449,0.0006205793,0.00009391415,0.0005695886,0.02199923,0.0001249342,0.0005047367,0.000006101603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998373,0.0003888715,0.0008642505,0.00002006846,0.000004313803,0.000005766416,0.0001397148,0.00000872554,0.000195145],"genre_scores_gemma":[0.9992884,0.00006120643,0.0003163899,0.00001163986,0.000002293848,0.000003509275,0.00008586892,0.000002211006,0.0002284733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002640372,"threshold_uncertainty_score":0.005249977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006336191555205646,"score_gpt":0.2908315684027187,"score_spread":0.284495376847513,"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."}}