{"id":"W2970512064","doi":"10.1002/ijc.32657","title":"Plasma clearance of<i>RAS</i>mutation under therapeutic pressure is a rare event in metastatic colorectal cancer","year":2019,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Natural Resources and Sciences, Humboldt State University; Institut National Du Cancer; CNIB; Centre National de la Recherche Scientifique; Servier; Ministère de l'Enseignement Supérieur et de la Recherche; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche","keywords":"Digital polymerase chain reaction; Colorectal cancer; Mutation; Cancer research; Methylation; Medicine; Somatic evolution in cancer; Internal medicine; Cancer; Oncology; Polymerase chain reaction; Biology; Gene; Genetics","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":[0.0002853214,0.0001951072,0.0004429965,0.0003173886,0.0002004295,0.0004586453,0.000138192,0.0003508267,0.0007323502],"category_scores_gemma":[0.001923255,0.000136693,0.0001294437,0.0003033402,0.0002637292,0.0002078118,0.0001435143,0.0003133027,0.0002032532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037908,"about_ca_system_score_gemma":0.0001778959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004499669,"about_ca_topic_score_gemma":0.0003876596,"domain_scores_codex":[0.9995951,0.0001065792,0.00003055135,0.0000888197,0.0001314765,0.0000475473],"domain_scores_gemma":[0.9990082,0.0002965173,0.0004476556,0.0000663855,0.00008708859,0.00009417196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001964158,0.0001027215,0.802408,0.0001291719,0.00006937417,0.004035393,0.0002290674,0.0003213224,0.1482584,0.000140535,0.0002597561,0.04208203],"study_design_scores_gemma":[0.00002601268,0.002109666,0.9422081,0.00001470754,0.00006867841,0.01526829,0.0001416468,0.0009135716,0.03723906,0.0001453333,0.00185095,0.0000139376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975566,0.001090098,0.0006445362,0.00005654941,0.000003753242,0.000008230515,0.00005156695,0.00002550182,0.0005630461],"genre_scores_gemma":[0.9994593,0.0001393537,0.0002305449,0.00002388831,0.000006875936,0.000002643805,0.000048212,0.000004418235,0.00008469326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007323502,"threshold_uncertainty_score":0.002449989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008511880313972342,"score_gpt":0.3037570660481505,"score_spread":0.2952451857341782,"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."}}