{"id":"W2101035251","doi":"10.3816/clc.2006.n.022","title":"Smoking History and Epidermal Growth Factor Receptor Expression as Predictors of Survival Benefit from Erlotinib for Patients with Non–Small-Cell Lung Cancer in the National Cancer Institute of Canada Clinical Trials Group Study BR.21","year":2006,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Erlotinib; Lung cancer; Epidermal growth factor receptor; Clinical trial; Oncology; Internal medicine; Cancer; Erlotinib Hydrochloride","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001520285,0.0003129774,0.00130491,0.00008684403,0.0001038506,0.00001187189,0.0002064231,0.0002076013,0.0002630689],"category_scores_gemma":[0.0007881542,0.0002021233,0.0002224659,0.0001689662,0.0002146903,0.0001497864,0.0000554597,0.0003770262,9.396616e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187712,"about_ca_system_score_gemma":0.003596367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.305432,"about_ca_topic_score_gemma":0.330388,"domain_scores_codex":[0.9956407,0.0004117015,0.00212045,0.0006629173,0.0008319211,0.0003322935],"domain_scores_gemma":[0.9948868,0.002861933,0.001180108,0.0002512043,0.0006370614,0.0001828715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002114887,0.001703741,0.9826997,0.0001991479,0.0007707365,0.000003145791,0.0005617815,0.0001534733,0.00005329977,0.00002048473,0.01057554,0.001144092],"study_design_scores_gemma":[0.01752285,0.0007245467,0.9758659,0.0006931812,0.001518568,1.403448e-7,0.0001472847,0.0002061926,0.00007765795,0.0000167874,0.003010705,0.0002161592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986828,0.002776419,0.00003798172,0.0003892063,0.003591608,0.003714697,0.0024009,0.00001328471,0.0002479072],"genre_scores_gemma":[0.9958788,0.0003996685,0.0002159465,0.000414512,0.001336902,0.001094907,0.000236275,0.00004402552,0.0003790365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02495601,"threshold_uncertainty_score":0.8242347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05956746420320729,"score_gpt":0.4022416275421409,"score_spread":0.3426741633389336,"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."}}