{"id":"W2597532593","doi":"10.1200/jco.2013.31.15_suppl.e19077","title":"Clinical impact of <i>EGFR</i> mutation fraction and tumor cellularity in <i>EGFR</i> mutation positive NSCLC.","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Grand River Hospital; Trillium Health Centre; Juravinski Cancer Centre; Sunnybrook Health Science Centre; York Central Hospital; Toronto East General Hospital; University of Toronto; Ottawa Hospital; Health Sciences Centre; University Health Network; Royal Columbian Hospital; Princess Margaret Cancer Centre; Mount Sinai Hospital; Credit Valley Hospital","funders":"","keywords":"Medicine; Mutation; Internal medicine; Exon; Oncology; Biopsy; Pathology; Gastroenterology; Gene; Genetics; Biology","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":[0.0004353273,0.0001216887,0.0001785297,0.0002735148,0.0002039257,0.0003804327,0.0002143312,0.0002086844,0.000957314],"category_scores_gemma":[0.001392796,0.00007770754,0.0001684093,0.0002812103,0.0003941639,0.0002299698,0.0002008243,0.0001687386,0.0001539283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206185,"about_ca_system_score_gemma":0.0005767967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02063459,"about_ca_topic_score_gemma":0.03895631,"domain_scores_codex":[0.9998186,0.00003218679,0.00001330998,0.0000357263,0.00004693278,0.00005316061],"domain_scores_gemma":[0.9989919,0.0002470242,0.00045879,0.00002899866,0.0000810831,0.0001922286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006379408,0.00002177982,0.9962183,0.000008027109,0.00001417691,0.0001188058,0.00003362392,0.00006131829,0.0006763028,0.000005481378,0.00003883865,0.002165503],"study_design_scores_gemma":[0.000005323481,0.0002426501,0.9990335,0.000002051723,0.00001310107,0.000304533,0.00004827223,0.00006714142,0.0001789282,0.000005417384,0.00009774927,0.00000147001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994024,0.0001903601,0.00001833741,0.00001931688,7.144251e-7,0.000005321381,0.00009771136,0.000001194116,0.000264646],"genre_scores_gemma":[0.9998222,0.00002311607,0.00001788798,0.0000080485,0.000001579322,0.000001695793,0.00008120329,4.967025e-7,0.00004382862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02063459,"threshold_uncertainty_score":0.04102898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05394091466272524,"score_gpt":0.5001591688104652,"score_spread":0.44621825414774,"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."}}