{"id":"W2030485399","doi":"10.3816/clc.2006.n.030","title":"K-ras Mutations in Non-Small-Cell Lung Carcinoma: A Review","year":2006,"lang":"en","type":"review","venue":"Clinical Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Lung cancer; Lung; Oncology; Internal medicine; Carcinoma; Small Cell Lung Carcinoma; Cancer research; Mutation; Small-cell carcinoma; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049148,0.0006378087,0.00358856,0.0002359228,0.00008948099,0.00002828257,0.0002598782,0.0005522314,0.0004722901],"category_scores_gemma":[0.0001578648,0.0004848968,0.001418248,0.0008749522,0.0001227653,0.00006467564,0.00008554955,0.001119866,0.0001214422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278097,"about_ca_system_score_gemma":0.003565866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007662735,"about_ca_topic_score_gemma":0.0004614501,"domain_scores_codex":[0.9955606,0.0002445239,0.002354219,0.000989648,0.0003081359,0.0005428451],"domain_scores_gemma":[0.997268,0.0006374113,0.0007345568,0.0008415385,0.0001931571,0.0003253232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001219875,0.0008024215,0.01451543,0.1817009,0.000624546,0.0003326783,0.00003475775,0.000003119639,2.739521e-8,0.000016479,0.1198142,0.6821432],"study_design_scores_gemma":[0.001862608,0.00009350861,0.002430471,0.1150726,0.02130019,0.00002484936,0.000005638618,0.0000454108,7.81581e-8,0.000006031407,0.8587356,0.0004230519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004722118,0.9809916,0.0000302404,0.0004576244,0.00102159,0.00582698,0.0002742499,0.00006338546,0.01128712],"genre_scores_gemma":[0.00005816299,0.9833274,0.0003522985,0.001252752,0.0009829235,0.003453611,0.001224806,0.0001368716,0.009211196],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7389213,"threshold_uncertainty_score":0.9997603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0674510554685044,"score_gpt":0.4797817026109228,"score_spread":0.4123306471424185,"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."}}