{"id":"W2915865974","doi":"10.1016/j.jss.2019.01.030","title":"Adjuvant Chemotherapy With or Without Biologics Including Antiangiogenics and Monoclonal Antibodies Targeting EGFR and EpCAM in Colorectal Cancer: A Systematic Review and Meta-analysis","year":2019,"lang":"en","type":"review","venue":"Journal of Surgical Research","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Medicine; Meta-analysis; Colorectal cancer; Adjuvant; Monoclonal antibody; Oncology; Adjuvant chemotherapy; Antibody; Internal medicine; Cancer; Immunology","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":[0.003667649,0.0004448314,0.01091854,0.0007175086,0.0001448107,0.00007239891,0.0001328547,0.0001850634,0.00006975664],"category_scores_gemma":[0.000362185,0.0001858837,0.0008381757,0.001208434,0.0003228234,0.00008480994,0.0002113305,0.0008551648,5.227089e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565806,"about_ca_system_score_gemma":0.0004856904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008901947,"about_ca_topic_score_gemma":0.0001049088,"domain_scores_codex":[0.9963353,0.0007144407,0.001274156,0.0004475684,0.0007942781,0.0004342642],"domain_scores_gemma":[0.9966729,0.001647098,0.0007791321,0.000145438,0.000528936,0.0002264374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001287126,0.0001970005,0.007318344,0.7611985,0.2093437,0.001635827,0.0003355448,6.404284e-7,0.000002011524,0.00001175554,0.0001032638,0.01856637],"study_design_scores_gemma":[0.002928767,0.003797412,0.0004672071,0.1363929,0.8263904,0.003830195,0.0004314098,0.00005935118,0.000002975759,0.00001116073,0.02511049,0.0005776787],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006375264,0.9906416,9.165188e-7,0.0007935303,0.00001312921,0.002084015,0.00004382622,0.000004238258,0.00004348546],"genre_scores_gemma":[0.005805688,0.9935364,0.0002413398,0.00004055512,0.00004619026,0.000122096,0.000008148604,0.00002927432,0.0001702736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6248055,"threshold_uncertainty_score":0.7580118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.301739814953205,"score_gpt":0.5046634925800375,"score_spread":0.2029236776268326,"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."}}