{"id":"W4409564969","doi":"10.1186/s12876-025-03849-4","title":"Meta-analysis of the efficacy of applying reduced surgery for the treatment of asymptomatic unresectable advanced gastric cancer","year":2025,"lang":"en","type":"review","venue":"BMC Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Gansu Province","keywords":"Medicine; Hepatology; Asymptomatic; Cancer; Internal medicine; Gastroenterology; General surgery; Surgery; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004316444,0.0004532663,0.007061618,0.0009323295,0.000054583,0.000004993345,0.0004168095,0.000115352,0.0001378677],"category_scores_gemma":[0.0002205968,0.000218201,0.008084142,0.001596475,0.0001659764,0.00002018005,0.0001051815,0.000112253,2.926905e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812176,"about_ca_system_score_gemma":0.0003975612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001507183,"about_ca_topic_score_gemma":0.0002843372,"domain_scores_codex":[0.9969009,0.0003327704,0.001588585,0.0004319138,0.0003187056,0.0004271093],"domain_scores_gemma":[0.9929562,0.003790281,0.001904886,0.001142059,0.0001600466,0.00004651654],"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":[0.001256923,0.001001237,0.03032267,0.04548451,0.5967844,0.000001766984,0.000101691,0.001436383,0.000009004631,0.00002657374,0.0006098365,0.322965],"study_design_scores_gemma":[0.001716743,0.00061593,0.007323248,0.001086915,0.9566337,0.000004591447,0.00004594379,0.0001025353,0.00001647067,0.000002403357,0.0323613,0.00009022536],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002189302,0.9908838,0.001067725,0.0001485415,0.0004080694,0.004948409,0.0003140273,0.00001359588,0.00002651196],"genre_scores_gemma":[0.003395019,0.9905236,0.0005306483,0.00005977559,0.00006160596,0.003527228,0.0001049172,0.00003518585,0.001762052],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3598493,"threshold_uncertainty_score":0.889798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302938792239386,"score_gpt":0.3771245962818716,"score_spread":0.246830717057933,"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."}}