{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002096869,0.000446912,0.0009242609,0.0002240042,0.0003684268,0.0008843173,0.0004983311,0.0008926211,0.001432544],"category_scores_gemma":[0.003070281,0.0002377368,0.001420942,0.0005648699,0.0004272523,0.0004988356,0.0002783583,0.001362539,0.000161061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114939,"about_ca_system_score_gemma":0.001625506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02491704,"about_ca_topic_score_gemma":0.09394859,"domain_scores_codex":[0.9991049,0.0004430912,0.00006830829,0.00008775125,0.0001282653,0.0001675765],"domain_scores_gemma":[0.9983542,0.0006963097,0.0003253334,0.0001119216,0.00009770312,0.0004145595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2954501,0.001120728,0.6376858,0.0006411411,0.006153587,0.0004589603,0.0002292338,0.002971237,0.004068648,0.0005597142,0.01476299,0.03589779],"study_design_scores_gemma":[0.01384879,0.003856237,0.9734616,0.00006933052,0.003618623,0.0001813615,0.00009549844,0.001377347,0.0003566849,0.0002469524,0.002850797,0.00003682246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910308,0.003947252,0.00008184315,0.0006630943,0.00007852492,0.00009407,0.002311887,0.00000857356,0.001783912],"genre_scores_gemma":[0.995662,0.0006246563,0.0001042406,0.0002648583,0.00007437106,0.00006120199,0.00243457,0.000004845168,0.0007691733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9750829,"threshold_uncertainty_score":0.04954398,"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."}}