{"id":"W2761956805","doi":"10.5539/cco.v6n2p35","title":"Patterns of Lymph Node Recurrence in Colorectal Cancer Liver Metastases after Surgery: A Retrospective Longitudinal Study","year":2017,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Lymph node; Lymph; Hepatectomy; Retrospective cohort study; Lymphatic system; Metastasis; Lymph node metastasis; Surgery; Lymphovascular invasion; Cancer; Resection; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000661937,0.0001642441,0.001044184,0.00007018007,0.00006933236,0.00001418908,0.00009341577,0.0001616424,0.0004143524],"category_scores_gemma":[0.0003483123,0.0001274267,0.000195995,0.0000641007,0.0002476862,0.00008168325,0.0001060233,0.0002314906,0.000003619377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220792,"about_ca_system_score_gemma":0.0004870867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007421284,"about_ca_topic_score_gemma":0.011131,"domain_scores_codex":[0.9984013,0.0002004429,0.0005520616,0.0004505483,0.0001518389,0.0002437508],"domain_scores_gemma":[0.9986551,0.000503524,0.0003048235,0.0002449505,0.000132463,0.0001591747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001991332,0.001392779,0.9350862,0.00005131057,0.0003408597,0.0009331002,0.0002207418,3.306191e-8,0.000005167418,0.000005106597,0.0000619975,0.05991136],"study_design_scores_gemma":[0.003564682,0.001432893,0.9935439,0.0001815742,0.0006790484,0.000009948666,0.00009185841,0.00004974048,0.0001303201,0.00001306666,0.0001819571,0.0001210079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99534,0.002787431,0.000003462883,0.0005889164,0.0004621174,0.0005102755,0.0001419679,0.00000845571,0.0001573432],"genre_scores_gemma":[0.9939606,0.005180067,0.00003352129,0.0001260468,0.0002169441,0.0004100489,0.000007207714,0.00001226142,0.00005336865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05979035,"threshold_uncertainty_score":0.9991884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949174899269015,"score_gpt":0.426198112513209,"score_spread":0.2312806225863075,"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."}}