{"id":"W2891051877","doi":"10.1200/jco.2017.35.15_suppl.3555","title":"Age as a predictive and prognostic factor for targeted therapy treatment in metastatic chemorefractory colorectal cancer (CRC): An analysis of NCIC CTG CO.17 and CO.20.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Princess Margaret Cancer Centre; Ottawa Hospital; Baker Hughes (Canada)","funders":"","keywords":"Medicine; Cetuximab; Internal medicine; Quality of life (healthcare); Colorectal cancer; Adverse effect; Placebo; Oncology; Multivariate analysis; Proportional hazards model; Clinical trial; Progression-free survival; Cancer; Overall survival","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004276072,0.0005065951,0.001106975,0.0008972291,0.0003930237,0.0007375902,0.0007583238,0.0009842418,0.001570974],"category_scores_gemma":[0.005439842,0.0002703376,0.002212224,0.001556924,0.0003492286,0.0004484043,0.0006439197,0.0008745426,0.0001733961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009667971,"about_ca_system_score_gemma":0.001919164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01329084,"about_ca_topic_score_gemma":0.02230192,"domain_scores_codex":[0.9984167,0.0006193086,0.0001386177,0.00026881,0.0003573305,0.0001992689],"domain_scores_gemma":[0.9927374,0.002589947,0.00241066,0.0004670461,0.0005943808,0.001200586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01831155,0.0001358836,0.9737017,0.000154025,0.002110845,0.00006382214,0.00003950442,0.0001913313,0.0003279537,0.00004419246,0.0006462969,0.004272905],"study_design_scores_gemma":[0.001312622,0.001510898,0.9921393,0.00004715638,0.002909851,0.000112062,0.00006378427,0.0009279744,0.00009344359,0.00003554276,0.0008299564,0.00001752235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937006,0.004016617,0.0001176976,0.0001513642,0.00002533536,0.00007125468,0.001523626,0.000004537743,0.0003889459],"genre_scores_gemma":[0.996343,0.0005926208,0.0001961331,0.0001474033,0.00006169888,0.00007951783,0.002362362,0.000006299812,0.0002110366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01329084,"threshold_uncertainty_score":0.02642697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613179704996927,"score_gpt":0.5208069018835222,"score_spread":0.3594889313838295,"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."}}