{"id":"W2898097887","doi":"10.1016/j.jtho.2018.08.876","title":"P1.13-19 Treatment Cessation for Improved Detection of EGFR-Mutated Circulating Tumor DNA in Advanced Non-Small Cell Lung Cancer (aNSCLC)","year":2018,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Osimertinib; Lung cancer; Internal medicine; Oncology; T790M; Context (archaeology); Smoking cessation; Cancer; Epidermal growth factor receptor; Pathology; Erlotinib","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":[0.0003657387,0.0003257888,0.0007967352,0.0003349424,0.0003388084,0.0004619787,0.0004990152,0.0005852969,0.004049112],"category_scores_gemma":[0.0007657321,0.0001854491,0.0004334428,0.0002474925,0.0002742026,0.0003367938,0.0002282095,0.001024669,0.0006477358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004515471,"about_ca_system_score_gemma":0.0007615896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266563,"about_ca_topic_score_gemma":0.002355444,"domain_scores_codex":[0.9997862,0.00002684372,0.00001566952,0.00006391141,0.0000463641,0.00006113049],"domain_scores_gemma":[0.999793,0.00006447807,0.00002997428,0.00001387381,0.00002946972,0.00006933887],"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":[0.06439222,0.008002266,0.10326,0.0005211834,0.0004196044,0.002381014,0.0001607431,0.001907665,0.1250403,0.0006552387,0.009663003,0.6835967],"study_design_scores_gemma":[0.009189466,0.09656847,0.6303228,0.00050702,0.002448448,0.01098743,0.0003088737,0.02510265,0.1766603,0.002252089,0.0454987,0.0001537511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874429,0.005217667,0.001506432,0.0008824859,0.0004452462,0.0001948906,0.0005921843,0.0002086286,0.003509553],"genre_scores_gemma":[0.9945156,0.001281506,0.001125551,0.0004020155,0.0001059538,0.000117398,0.0005842327,0.00003092672,0.001836747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004049112,"threshold_uncertainty_score":0.01354569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190955974945831,"score_gpt":0.3503669102303037,"score_spread":0.3384573504808454,"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."}}