{"id":"W2139940827","doi":"10.3892/ol.2015.3414","title":"Ethnicity affects EGFR and KRAS gene alterations of lung adenocarcinoma","year":2015,"lang":"en","type":"article","venue":"Oncology Letters","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"National Cancer Institute; Chiba University","keywords":"KRAS; Oncogene; Molecular medicine; Adenocarcinoma; Ethnic group; Cell cycle; Gene; Oncology; Cancer research; Medicine; Lung cancer; Internal medicine; Cancer; Biology; Genetics; Colorectal cancer; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000829115,0.00007205487,0.0001894604,0.00006166238,0.00003848576,0.000003788462,0.00002629398,0.00005632526,0.00001993953],"category_scores_gemma":[0.00003212593,0.00006018343,0.00002945991,0.00007232373,0.0001051245,0.0000463291,0.00001903068,0.00007902008,0.00000610202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237157,"about_ca_system_score_gemma":0.0001840178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001194785,"about_ca_topic_score_gemma":0.00004360478,"domain_scores_codex":[0.9995072,0.0000487025,0.0001067471,0.00013688,0.00008279057,0.0001176385],"domain_scores_gemma":[0.9995932,0.00006093645,0.00005541506,0.0001253537,0.00004523861,0.0001198633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003330457,0.0006804306,0.6323286,0.0001553918,0.0009608755,0.0005855537,0.009530485,0.0001338735,0.1998717,0.001205748,0.1474587,0.00675566],"study_design_scores_gemma":[0.01349335,0.002613473,0.9329758,0.0000897728,0.001659334,0.0006562321,0.000507512,0.0006244392,0.02161276,0.0001197593,0.0253456,0.0003019907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756438,0.0008239201,0.0004428014,0.01974905,0.0002074255,0.0002847009,0.000008897547,0.00002080514,0.002818575],"genre_scores_gemma":[0.9922379,0.00001974823,0.002677514,0.004672755,0.0001204497,0.00003172344,0.00003282627,0.000008763465,0.000198294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3006472,"threshold_uncertainty_score":0.2454209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305166891955346,"score_gpt":0.3607207047021883,"score_spread":0.3302040155066537,"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."}}