{"id":"W2980696228","doi":"10.1200/jco.2019.37.27_suppl.102","title":"Comparing health utility scores, treatments, and outcomes in lung cancer patients with rare EGFR mutations with those with exon 19 deletion (del) and L858R mutations.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Internal medicine; Hazard ratio; Exon; Lung cancer; Oncology; Mutation; Proportional hazards model; Retrospective cohort study; Confidence interval; Genetics; Gene; Biology","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":[0.001418913,0.0002154189,0.0003462122,0.0008206169,0.0002020369,0.0004974661,0.0003265945,0.0003612264,0.001327302],"category_scores_gemma":[0.00405986,0.0001498813,0.000818316,0.001003033,0.0002174107,0.0004014877,0.0006541201,0.0004473949,0.0001572724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005206467,"about_ca_system_score_gemma":0.0002919593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002875251,"about_ca_topic_score_gemma":0.002750915,"domain_scores_codex":[0.9992666,0.0003335752,0.00006691568,0.0001190328,0.00009072811,0.0001230623],"domain_scores_gemma":[0.9977064,0.001072118,0.0007932715,0.00009339069,0.00008891046,0.0002458186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004841756,0.00003712452,0.9978279,0.000007333776,0.0001700309,0.00003074386,0.00002283026,0.0001624433,0.00004177263,0.00002086614,0.00005548115,0.001139309],"study_design_scores_gemma":[0.00007561076,0.0007751203,0.9962915,0.000007503262,0.000136154,0.0002538857,0.0001531186,0.002020962,0.00006642278,0.00008528456,0.0001274838,0.000007110588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999491,0.000098565,0.00006385837,0.00001750764,0.000001800714,0.000004222066,0.0002216233,7.269716e-7,0.0001006728],"genre_scores_gemma":[0.9994326,0.00002273663,0.00005134804,0.000009384864,0.000003175656,0.000004850918,0.0004508179,3.774879e-7,0.00002466922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002875251,"threshold_uncertainty_score":0.007504046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0670128601008478,"score_gpt":0.4741493756097739,"score_spread":0.4071365155089262,"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."}}