{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005301474,0.0006435618,0.0007679286,0.001120902,0.0007634819,0.0002051582,0.000458927,0.0007938767,0.002659833],"category_scores_gemma":[0.00002882133,0.0005896965,0.0003277526,0.001391545,0.0002813335,0.000394702,0.00005136063,0.003534381,0.00004790861],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002499693,"about_ca_system_score_gemma":0.005865475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01384709,"about_ca_topic_score_gemma":0.005500202,"domain_scores_codex":[0.9929703,0.0003181446,0.0006146173,0.001331122,0.003383809,0.001381988],"domain_scores_gemma":[0.9971567,0.0004977508,0.0001785378,0.0007260015,0.00102834,0.0004127053],"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":[0.0003258247,0.0001465802,0.03510907,0.003577922,0.003003882,0.001495499,0.004522664,0.001724067,0.0001012503,0.0002764798,0.938355,0.01136181],"study_design_scores_gemma":[0.006120178,0.0003357174,0.03677639,0.005451295,0.003246886,0.00006510441,0.000466668,0.008911629,0.0003166089,0.001026305,0.9358047,0.001478568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005925722,0.0225396,0.00009997709,0.9595825,0.001568551,0.003634604,0.004219131,0.0004031506,0.00202674],"genre_scores_gemma":[0.2733056,0.04298073,0.002567211,0.2597596,0.06689811,0.03492783,0.04984838,0.003124922,0.2665877],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.699823,"threshold_uncertainty_score":0.9997703,"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."}}