{"id":"W2593722736","doi":"10.3747/co.24.3266","title":"Rate of Egfr Mutation Testing for Patients with Nonsquamous Non-Small-Cell Lung Cancer with Implementation of Reflex Testing by Pathologists","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"AstraZeneca (Canada); Institute of Health Services and Policy Research; Thunder Bay Regional Health Sciences Centre; Institute for Work & Health; Southlake Regional Health Center; Health Sciences North; University of Toronto; Toronto East General Hospital; Royal Victoria Regional Health Centre; North York General Hospital; Sunnybrook Health Science Centre","funders":"AstraZeneca Canada","keywords":"Medicine; Reflex; Internal medicine; Oncology; Lung cancer; Cancer; Epidermal growth factor receptor; Database","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001304708,0.0001416819,0.0003168971,0.00006164538,0.0001754337,0.00001022433,0.00007924921,0.00004978593,0.00001004358],"category_scores_gemma":[0.0001321853,0.0001017926,0.00002835513,0.00008977998,0.0001141176,0.00009154002,0.00002416342,0.00007742886,3.656052e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002604483,"about_ca_system_score_gemma":0.0005879441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005961174,"about_ca_topic_score_gemma":0.0002453178,"domain_scores_codex":[0.9990978,0.00002877429,0.0003184642,0.0002449042,0.0001035689,0.0002065006],"domain_scores_gemma":[0.9977996,0.000198116,0.0009172191,0.0002128721,0.0008129798,0.00005922265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002759704,0.0005912139,0.8633379,0.0005204916,0.00007857109,0.000004708246,0.0007021457,0.00003231205,0.002435099,0.000006264221,0.0002411657,0.1317742],"study_design_scores_gemma":[0.01886521,0.008531282,0.9609913,0.0005464138,0.001474433,0.000006875146,0.0005614414,0.0007085935,0.007679175,0.00002133019,0.0004220075,0.0001919395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952583,0.0002198102,0.001594313,0.0001180592,0.0001967097,0.001740381,0.0002335289,0.00001600527,0.0006229224],"genre_scores_gemma":[0.9890213,0.00001139477,0.0100724,0.00002357338,0.00004851249,0.0004707001,0.0002934441,0.00002185468,0.00003683022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1315822,"threshold_uncertainty_score":0.4150984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07684679117836438,"score_gpt":0.4612581227174772,"score_spread":0.3844113315391129,"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."}}