{"id":"W4416854770","doi":"10.1186/s12957-025-04116-2","title":"Lymph node dissection in clinically node-negative intrahepatic cholangiocarcinoma: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"World Journal of Surgical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surgical oncology; Dissection (medical); Retrospective cohort study; Lymph node; MEDLINE; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008548589,0.002331412,0.01533999,0.005019342,0.0005858392,0.002672222,0.001803659,0.001869704,0.002997153],"category_scores_gemma":[0.01874305,0.001205254,0.032586,0.006318647,0.000594397,0.00144855,0.001228788,0.001568083,0.0002557581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002343817,"about_ca_system_score_gemma":0.00340522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007512244,"about_ca_topic_score_gemma":0.02087681,"domain_scores_codex":[0.9952915,0.001896169,0.001455979,0.0005533191,0.0005930823,0.0002100211],"domain_scores_gemma":[0.9907228,0.006571054,0.001510707,0.000261653,0.0007850535,0.0001487888],"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":[0.002026683,0.00003283686,0.004120712,0.5377724,0.4398236,0.0001280912,0.0001049054,0.0006940514,0.0002633504,0.0001233494,0.0007186131,0.01419142],"study_design_scores_gemma":[0.0004534822,0.0001738095,0.003653232,0.03646801,0.9570009,0.00009086053,0.00004365069,0.0001768249,0.00009164533,0.0001393397,0.001686067,0.0000222775],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003601864,0.9953154,0.0002573863,0.000114912,0.00007536457,0.0001546625,0.0003078702,0.00001249597,0.0001599589],"genre_scores_gemma":[0.109943,0.8860374,0.001402829,0.0006463932,0.0001911373,0.0008344365,0.0006398465,0.0000181242,0.0002868287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01533999,"threshold_uncertainty_score":0.04520977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07302542529378585,"score_gpt":0.4023529720453722,"score_spread":0.3293275467515863,"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."}}