{"id":"W2031570350","doi":"10.1097/jto.0b013e318283d958","title":"KRAS Mutations as Prognostic and Predictive Markers in Non–Small Cell Lung Cancer","year":2013,"lang":"en","type":"review","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; KRAS; Lung cancer; Oncology; Internal medicine; Lung; Cancer; Cancer research; Pathology; Colorectal cancer","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":[0.0002874656,0.0002847537,0.001648454,0.0005346001,0.00005282111,0.00002225584,0.0001084349,0.0003529357,0.0002008607],"category_scores_gemma":[0.0001159839,0.0001957695,0.0002603661,0.0002895449,0.00009047471,0.0001077984,0.00003104556,0.0007450686,0.00001487588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259151,"about_ca_system_score_gemma":0.004292761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000984994,"about_ca_topic_score_gemma":0.00005370588,"domain_scores_codex":[0.9982385,0.000221831,0.0008736898,0.0002311783,0.0001797114,0.0002551144],"domain_scores_gemma":[0.9977897,0.0004572047,0.001087772,0.0001346731,0.0002865169,0.000244167],"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":[0.0001479444,0.0003891276,0.001051548,0.00893851,0.001064363,0.0007578931,0.0006910231,0.00001345552,0.000001166956,0.000003076189,0.001580572,0.9853613],"study_design_scores_gemma":[0.002024177,0.004308802,0.003474143,0.03144818,0.03763399,0.003581828,0.0007673411,0.0001309063,0.000002922665,0.000125249,0.9161444,0.0003580449],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003102909,0.9896275,0.00007864499,0.000482516,0.0006263701,0.002073016,0.00004788619,0.000006651521,0.003954507],"genre_scores_gemma":[0.0008902767,0.9944238,0.001883811,0.0001047609,0.0003334584,0.0004073592,0.0000415536,0.00004362664,0.001871329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9850033,"threshold_uncertainty_score":0.7983248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652079026467657,"score_gpt":0.464020375822829,"score_spread":0.4374995855581524,"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."}}