{"id":"W2599206489","doi":"10.1200/jco.2017.35.4_suppl.566","title":"Impact of CEA alone or as part of a high intensity surveillance strategy in detecting curative colorectal cancer recurrence: A systematic review and meta-analysis.","year":2017,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Carcinoembryonic antigen; Meta-analysis; Colorectal cancer; Internal medicine; Relative risk; Cohort; Cohort study; Randomized controlled trial; Study heterogeneity; Stage (stratigraphy); Oncology; Cancer; Surgery; Confidence interval","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":[0.0158179,0.00269952,0.02027196,0.006512233,0.000561505,0.003369748,0.001943707,0.002709296,0.002871565],"category_scores_gemma":[0.03381379,0.001595286,0.0469337,0.006049563,0.0007886044,0.001963858,0.001413475,0.00212484,0.000297779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003071997,"about_ca_system_score_gemma":0.004164685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007198536,"about_ca_topic_score_gemma":0.0165106,"domain_scores_codex":[0.988818,0.005574952,0.003165383,0.0009896476,0.001142081,0.0003099277],"domain_scores_gemma":[0.9803874,0.01463447,0.003060253,0.0005086226,0.001142374,0.0002668794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002853012,0.00003122482,0.002316157,0.3661442,0.6183395,0.00009470996,0.00005692922,0.0003457923,0.0001958674,0.0001030643,0.0003677087,0.009151763],"study_design_scores_gemma":[0.0007711024,0.0002244652,0.001948957,0.0186036,0.9772273,0.00006445871,0.0000252862,0.000116164,0.00008225969,0.0001078819,0.0008113601,0.00001716082],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003229556,0.9953977,0.00035218,0.0001664201,0.0001363493,0.0002657319,0.0002703527,0.00001493915,0.0001668692],"genre_scores_gemma":[0.152677,0.8414218,0.002398062,0.0009927214,0.0003153928,0.001264065,0.000632807,0.00002584607,0.0002721992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02027196,"threshold_uncertainty_score":0.08365405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4644229917313989,"score_gpt":0.5958446078022904,"score_spread":0.1314216160708915,"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."}}