{"id":"W4311902389","doi":"10.1136/bmjopen-2021-055406","title":"Long-term outcomes and clinical safety of expanded indication early gastric cancer treated with endoscopic submucosal dissection versus surgical resection: a meta-analysis","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic submucosal dissection; Adverse effect; Surgery; Meta-analysis; Dissection (medical); Lymph node; Cancer; Stomach; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001224389,0.0004427255,0.005041845,0.0007490225,0.0001345047,0.00008933817,0.000355901,0.000188055,0.003164648],"category_scores_gemma":[0.0001034223,0.0002798399,0.001670135,0.002275082,0.0001037035,0.0001577376,0.0004063801,0.0004761388,0.000003947892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283301,"about_ca_system_score_gemma":0.0004376151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116839,"about_ca_topic_score_gemma":0.001709427,"domain_scores_codex":[0.9962168,0.0006186556,0.001411148,0.0007652014,0.0007213877,0.0002668155],"domain_scores_gemma":[0.9970692,0.0006531277,0.00126582,0.0007628574,0.00007830894,0.0001707213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003962696,0.0002171714,0.6620129,0.002678885,0.1870907,0.0001570965,0.00002725535,0.000001258989,6.576686e-9,0.00001939139,0.00007830904,0.1437543],"study_design_scores_gemma":[0.006016061,0.001337154,0.4627458,0.0003775528,0.5001518,0.00004748489,0.00002416142,0.00000202321,1.57027e-7,5.447021e-7,0.02904304,0.0002543326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01894179,0.9531984,0.00006622076,0.0004047085,0.0005639363,0.02429374,0.0002219655,0.00009255547,0.002216659],"genre_scores_gemma":[0.004586377,0.9853225,0.00007788402,0.00001930479,0.0001567129,0.004115707,0.0008803524,0.00005327717,0.004787853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.313061,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3269764009837818,"score_gpt":0.5101331574534973,"score_spread":0.1831567564697155,"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."}}