{"id":"W4415665922","doi":"10.1186/s12957-025-04066-9","title":"Postoperative prognostic factors in patients with T2 gallbladder cancer: a meta-analysis","year":2025,"lang":"en","type":"article","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":"National Natural Science Foundation of China","keywords":"Surgical oncology; Cholecystectomy; Gallbladder cancer; Perineural invasion; Confidence interval; Lymph node metastasis; Gallbladder; Metastasis","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":[0.007732259,0.002311911,0.01142603,0.004424268,0.0006142705,0.00298252,0.001437191,0.002016536,0.002504834],"category_scores_gemma":[0.01372025,0.001137291,0.0458152,0.005924977,0.0004966631,0.001390769,0.001227687,0.001990319,0.0002715916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170705,"about_ca_system_score_gemma":0.001821687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005544243,"about_ca_topic_score_gemma":0.01092371,"domain_scores_codex":[0.9955288,0.001934933,0.001176205,0.0006296542,0.0004800255,0.0002504129],"domain_scores_gemma":[0.9913077,0.006276449,0.001174105,0.0004520612,0.0005783759,0.0002114872],"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":[0.003999563,0.00004903859,0.02167885,0.07999083,0.8827319,0.0001902107,0.00006663729,0.0006914448,0.0002722025,0.00008831661,0.0004149433,0.009826045],"study_design_scores_gemma":[0.0003779467,0.0002069691,0.008716848,0.003755115,0.9853652,0.0001059275,0.00003257676,0.0002408356,0.00007687157,0.0001401268,0.0009632884,0.00001832083],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01659128,0.9814699,0.0006032479,0.0002398089,0.0001873228,0.0001062808,0.0004703531,0.00002208546,0.0003097329],"genre_scores_gemma":[0.5249738,0.4690056,0.001818132,0.001189054,0.0005036386,0.0004685072,0.001325569,0.00005187942,0.0006638324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01142603,"threshold_uncertainty_score":0.0408926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380435476043749,"score_gpt":0.3285837616553306,"score_spread":0.2947794068948931,"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."}}