{"id":"W7135100976","doi":"10.5376/cge.2024.12.0014","title":"A Review of Genetic and Epigenetic Regulation in Gastric Cancer","year":2024,"lang":"","type":"article","venue":"Cancer Genetics and Epigenetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cancer; Epigenetics; Disease; Mutation; DNA methylation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006769292,0.0007809495,0.0009170783,0.0004387494,0.0001239247,0.0001431285,0.000320423,0.0006243569,0.0001632981],"category_scores_gemma":[0.00009942363,0.0008445211,0.0002108432,0.0009574303,0.0005471044,0.00001365607,0.0003991494,0.0003747129,0.000003436755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115445,"about_ca_system_score_gemma":0.0008637072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002985236,"about_ca_topic_score_gemma":0.0004867822,"domain_scores_codex":[0.9951897,0.0002855903,0.001701612,0.00153251,0.0004536406,0.0008369854],"domain_scores_gemma":[0.9979423,0.00009545666,0.0004001216,0.0007758235,0.000378497,0.0004077502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000888505,0.000163634,0.07995487,0.03597873,0.0004376309,0.00001996963,0.000508072,0.00398733,0.1189759,0.0001236749,0.0007187938,0.7590426],"study_design_scores_gemma":[0.002737028,0.002447732,0.3679828,0.06114449,0.002580451,0.00006357671,0.0001798932,0.0408105,0.1691795,0.003888646,0.3453311,0.003654265],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2914823,0.7025536,0.003246794,0.0006213328,0.000785668,0.0008553722,0.0002566333,0.00001093728,0.0001873356],"genre_scores_gemma":[0.4570294,0.5408897,0.001096093,0.0001951977,0.0003673839,0.0001116307,0.00004307296,0.00008712742,0.0001803748],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7553883,"threshold_uncertainty_score":0.9994006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656345550754748,"score_gpt":0.3047826059761163,"score_spread":0.2882191504685688,"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."}}