{"id":"W3036403360","doi":"10.1158/1557-3265.liqbiop20-a07","title":"Abstract A07: Sequential ctDNA analysis detected preclinical relapse in patients with metastatic colorectal cancer from the Exactis trial (NCT00984048)","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Genome British Columbia","funders":"","keywords":"KRAS; Neuroblastoma RAS viral oncogene homolog; Medicine; Colorectal cancer; Internal medicine; Oncology; Cetuximab; Cancer; Clinical trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001924902,0.0004589435,0.0009104051,0.0002297143,0.0003425004,0.0008923937,0.0004444268,0.0005239529,0.004999186],"category_scores_gemma":[0.002521072,0.0002011767,0.0004461134,0.0003729958,0.0003893438,0.0004201202,0.0004146091,0.00106822,0.00078104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008096625,"about_ca_system_score_gemma":0.0008973347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501876,"about_ca_topic_score_gemma":0.005317844,"domain_scores_codex":[0.999341,0.0002756801,0.00004792407,0.0001615751,0.0001104334,0.00006350821],"domain_scores_gemma":[0.9988242,0.0003060044,0.0002083919,0.0001352867,0.000189535,0.00033661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3348099,0.003464501,0.3377009,0.002068624,0.002498144,0.0005556539,0.0003660294,0.003623252,0.04840209,0.001165411,0.04509792,0.2202476],"study_design_scores_gemma":[0.1065137,0.09402923,0.7369875,0.0003249207,0.002900969,0.002190698,0.0002583891,0.00878235,0.01429238,0.00157969,0.03197562,0.0001645109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784923,0.002383937,0.0004350519,0.0008313924,0.0001179455,0.0004699957,0.009922282,0.0001178479,0.007229192],"genre_scores_gemma":[0.9749948,0.000517242,0.001760189,0.0009154804,0.0001417409,0.000431236,0.01928079,0.0000354865,0.001923021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004999186,"threshold_uncertainty_score":0.01672393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1401300450058635,"score_gpt":0.4502684330671032,"score_spread":0.3101383880612396,"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."}}