{"id":"W3000088924","doi":"10.1097/sla.0000000000003788","title":"Number and Station of Lymph Node Metastasis After Curative-intent Resection of Intrahepatic Cholangiocarcinoma Impact Prognosis","year":2020,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Intrahepatic Cholangiocarcinoma; Lymphadenectomy; Resection; Metastasis; Lymph node metastasis; Lymph node; Lymph","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":[0.0006754604,0.0002340541,0.0001651843,0.0002607788,0.0001417864,0.0003365783,0.0002341048,0.0003380315,0.001394536],"category_scores_gemma":[0.00280558,0.00009235488,0.0003533416,0.0003219733,0.0002621593,0.0003848822,0.0002974226,0.0002878115,0.0002732622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311622,"about_ca_system_score_gemma":0.0002852467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009546662,"about_ca_topic_score_gemma":0.003227084,"domain_scores_codex":[0.9997364,0.00008787683,0.00003311079,0.00004450124,0.0000499702,0.00004820762],"domain_scores_gemma":[0.9982833,0.0005179291,0.0006957767,0.000109397,0.0001151046,0.0002785787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002068939,0.000008866617,0.997156,0.000006332058,0.00002028938,0.00005047541,0.000009268822,0.0001064062,0.0003121497,0.000008646531,0.00005812699,0.002056573],"study_design_scores_gemma":[0.000005486645,0.00008956069,0.9989161,0.000005546001,0.00003433037,0.0002833596,0.00003678088,0.000298979,0.0001412588,0.00004935626,0.0001363398,0.000002755211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985416,0.0005394873,0.0001461137,0.00009225069,0.00001222493,0.000003023111,0.0001433094,0.000004252262,0.0005178238],"genre_scores_gemma":[0.9994583,0.0001032066,0.00007210067,0.00001625247,0.00001914486,0.000001713796,0.0001940144,0.000002150766,0.0001330299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001394536,"threshold_uncertainty_score":0.004665196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1978242655458023,"score_gpt":0.3649211600028194,"score_spread":0.167096894457017,"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."}}