{"id":"W2735504912","doi":"10.1016/j.hpb.2017.02.158","title":"The association between continuation of systemic chemotherapy following portal vein embolization and advancement to resection in patients with colorectal cancer liver metastases","year":2017,"lang":"en","type":"article","venue":"HPB","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Portal vein embolization; Colorectal cancer; Chemotherapy; Retrospective cohort study; Cohort; Vein; Embolization; Internal medicine; Logistic regression; Resection; Disease; Cancer; Surgery; Univariate analysis; Hepatectomy; Gastroenterology; Multivariate analysis","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":[0.0004328885,0.0001589489,0.0002640966,0.0005276331,0.000413673,0.0006053621,0.0002353767,0.0005398006,0.001991226],"category_scores_gemma":[0.002564343,0.0002378402,0.0006876715,0.0008878134,0.0003327635,0.0005301468,0.0003562314,0.001137383,0.0001826255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853016,"about_ca_system_score_gemma":0.0005818254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003011902,"about_ca_topic_score_gemma":0.00455964,"domain_scores_codex":[0.9997125,0.00008390169,0.00004376868,0.00005584928,0.00003481001,0.00006919655],"domain_scores_gemma":[0.9980119,0.0006084765,0.0007835094,0.0001426664,0.0001002499,0.0003529931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005132915,0.00004519854,0.9981767,0.00001128078,0.00008053362,0.0000936908,0.00004431663,0.00001687283,0.0001843546,0.00001512585,0.00002860822,0.0007901699],"study_design_scores_gemma":[0.00001662006,0.0002967013,0.9985982,0.000008091548,0.0001250315,0.0003096456,0.0001801803,0.00007407607,0.00007065847,0.00002312556,0.0002933862,0.000004306251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979398,0.001042508,0.00004827083,0.00007322084,0.00001493844,0.000003594297,0.00009504841,0.000002084752,0.0007804855],"genre_scores_gemma":[0.9992681,0.000283327,0.00003221869,0.00002959303,0.00002850277,0.000003704472,0.0001004641,0.000001325384,0.00025282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003011902,"threshold_uncertainty_score":0.006661296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208971208870688,"score_gpt":0.2775380072546736,"score_spread":0.2654482951659667,"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."}}