{"id":"W4385306306","doi":"10.21037/tlcr-23-222","title":"Adoring ADAURA: can we cure lung cancer that harbors an EGFR mutation?","year":2023,"lang":"en","type":"letter","venue":"Translational Lung Cancer Research","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Lung cancer; Medicine; Mutation; Computational biology; Bioinformatics; Cancer research; Oncology; Genetics; Biology; Gene","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":[0.00271854,0.001200973,0.001562582,0.0007730593,0.005187207,0.004325678,0.001835599,0.08416131,0.008396303],"category_scores_gemma":[0.01548583,0.0008320565,0.00182188,0.0005787492,0.003557609,0.005458689,0.002304782,0.05884392,0.0059598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004956524,"about_ca_system_score_gemma":0.005065811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005820594,"about_ca_topic_score_gemma":0.01164957,"domain_scores_codex":[0.9973573,0.0006622816,0.0002791084,0.0003917041,0.0007332666,0.0005762841],"domain_scores_gemma":[0.9952089,0.002059463,0.000313149,0.0001458147,0.0005164919,0.001756054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001059138,0.00006916366,0.000672133,0.00006440893,0.00002998849,0.002455811,0.00008813268,0.00008693246,0.0002634239,0.004043448,0.9767241,0.01539638],"study_design_scores_gemma":[0.0004129308,0.0002593613,0.001605072,0.0005313088,0.00008843499,0.00489441,0.0004415204,0.0007787332,0.0003369584,0.02258212,0.9679379,0.0001313126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002852348,0.002667075,0.00006806498,0.9771205,0.01726014,0.00001067834,0.00002352178,0.00002024541,0.002544484],"genre_scores_gemma":[0.00294934,0.002185636,0.0001814899,0.9393983,0.04783709,0.00002984295,0.0000213326,0.00001691399,0.007379988],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08416131,"threshold_uncertainty_score":0.03596228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073875751015785,"score_gpt":0.481054197274499,"score_spread":0.3736666221729205,"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."}}