{"id":"W4223440727","doi":"10.1111/cas.15367","title":"Altered gene expression due to aberrant DNA methylation correlates with responsiveness to anti‐EGFR antibody treatment","year":2022,"lang":"en","type":"article","venue":"Cancer Science","topic":"Cancer-related gene regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"DNA methylation; Cetuximab; Methylation; Carcinogenesis; Biology; CpG site; Promoter; Cancer research; Gene; Gene expression; Molecular biology; Colorectal cancer; Cancer; Genetics","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":[0.0001467529,0.00009836355,0.0002262885,0.0004183887,0.00007959973,0.0001933014,0.00008820984,0.0001743803,0.0007021982],"category_scores_gemma":[0.0005189894,0.00009865175,0.0001332451,0.0002647031,0.0001364776,0.00009182307,0.0001194011,0.0002267012,0.0001229681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538189,"about_ca_system_score_gemma":0.0001174656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007504169,"about_ca_topic_score_gemma":0.0008918496,"domain_scores_codex":[0.9998717,0.00002022459,0.00001064749,0.00003095945,0.00003971953,0.00002675852],"domain_scores_gemma":[0.9996754,0.00006452498,0.0001477168,0.00002402873,0.00003320591,0.00005506397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000997276,0.0000567848,0.5464948,0.00004140783,0.0001182722,0.0003099094,0.00008739927,0.0003372157,0.4427081,0.00004796503,0.0001166822,0.008684165],"study_design_scores_gemma":[0.000003905382,0.0001497567,0.9808666,0.000001783622,0.00003138965,0.0004970671,0.00002922722,0.0004754103,0.0177285,0.00003039855,0.0001838988,0.000002077486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993861,0.0002317587,0.0001315384,0.00001275946,0.000001773469,0.000002412772,0.00008908792,0.00000540486,0.0001391509],"genre_scores_gemma":[0.9995995,0.0001005306,0.0000553935,0.000008093415,0.000002167343,0.000002948222,0.0001146101,0.000001170173,0.0001155908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007504169,"threshold_uncertainty_score":0.002349079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275516908619481,"score_gpt":0.2989709868294412,"score_spread":0.2862158177432464,"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."}}