{"id":"W2125955619","doi":"10.1158/1078-0432.ccr-13-0606","title":"<i>PIK3CA, BRAF</i>, and PTEN Status and Benefit from Cetuximab in the Treatment of Advanced Colorectal Cancer—Results from NCIC CTG/AGITG CO.17","year":2013,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"PTEN; Cetuximab; Colorectal cancer; Medicine; Oncology; Internal medicine; Biomarker; Immunohistochemistry; Cancer; Tissue microarray; Cancer research; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004633398,0.0002746926,0.0009225127,0.0001065993,0.0001813031,0.00006055597,0.000162417,0.0001623526,0.0003780501],"category_scores_gemma":[0.0002729266,0.0001671931,0.0001216963,0.0003281461,0.0008669728,0.0001066751,0.0001142171,0.0003726146,0.00001136653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004321097,"about_ca_system_score_gemma":0.000317735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1026393,"about_ca_topic_score_gemma":0.03468513,"domain_scores_codex":[0.9969009,0.0002094879,0.0007682614,0.0008026083,0.000662165,0.0006566152],"domain_scores_gemma":[0.9955541,0.003269322,0.0001467595,0.000410333,0.00031165,0.0003078702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00993727,0.001390452,0.5475085,0.00003435946,0.000532944,0.00005851481,0.00534688,0.00000626099,0.0007202106,0.00001570517,0.001783934,0.432665],"study_design_scores_gemma":[0.01585168,0.004650081,0.9629371,0.0001897806,0.0001313146,0.000001351957,0.001897656,0.000122364,0.0008384095,0.0009704268,0.01224417,0.000165704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543035,0.03712135,2.472525e-7,0.003876204,0.0001521492,0.001701121,0.00144808,0.00001741979,0.00137992],"genre_scores_gemma":[0.9237413,0.07387611,0.00006753152,0.0002599591,0.0003221445,0.001099038,0.0001114584,0.00002466048,0.0004978426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4324993,"threshold_uncertainty_score":0.9829293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313937576986007,"score_gpt":0.4804904139291039,"score_spread":0.3490966562305032,"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."}}