{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00234999,0.0005865308,0.001154144,0.0004057855,0.0001930237,0.0004704088,0.0004626889,0.0004815168,0.001516087],"category_scores_gemma":[0.001410015,0.0002158728,0.001035484,0.0004057352,0.0004455205,0.0001786421,0.0002813181,0.0008394087,0.0002176366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068987,"about_ca_system_score_gemma":0.001369865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005374467,"about_ca_topic_score_gemma":0.01288071,"domain_scores_codex":[0.9991991,0.0004219521,0.00004305171,0.00009750049,0.0001530505,0.00008542161],"domain_scores_gemma":[0.9984263,0.0005255787,0.0002917708,0.0001220179,0.0000959323,0.0005384171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5318089,0.003223703,0.3606223,0.000595373,0.004519213,0.0003580832,0.00008198713,0.002117335,0.01679877,0.00009379497,0.005371804,0.07440867],"study_design_scores_gemma":[0.05326794,0.04442246,0.8826119,0.0001261992,0.007216198,0.0006518558,0.00006477537,0.002752303,0.003890979,0.0001217984,0.004828198,0.00004543075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936528,0.004335095,0.00008766913,0.0003793508,0.00003519025,0.00009595625,0.0006657794,0.00001126857,0.0007368463],"genre_scores_gemma":[0.9962632,0.001054587,0.0001960989,0.0002814918,0.0001018623,0.00005763003,0.001491922,0.000008508687,0.0005446073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005374467,"threshold_uncertainty_score":0.01242805,"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."}}