{"id":"W4283584324","doi":"10.4240/wjgs.v14.i6.594","title":"Comparison between laparoscopic uncut Roux-en-Y and Billroth II with Braun anastomosis after distal gastrectomy: A meta-analysis","year":2022,"lang":"en","type":"article","venue":"World Journal of Gastrointestinal Surgery","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anastomosis; Cochrane Library; Meta-analysis; Gastrectomy; Roux-en-Y anastomosis; Billroth II; General surgery; Billroth I; Surgery; Internal medicine; Cancer; Gastric bypass","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":[0.001189304,0.000359553,0.002438668,0.001620124,0.0002526289,0.00006849899,0.00016292,0.00001487022,0.001609417],"category_scores_gemma":[0.00009855839,0.0002568189,0.001258859,0.002060902,0.0001296816,0.0001857325,0.000247467,0.0007191438,0.00000161657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002315973,"about_ca_system_score_gemma":0.0001804127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001135062,"about_ca_topic_score_gemma":0.0002620221,"domain_scores_codex":[0.9968927,0.0002543297,0.001025665,0.0003490804,0.0009898208,0.0004884179],"domain_scores_gemma":[0.9976393,0.0006668841,0.000870473,0.0002890523,0.0001692298,0.0003650911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227245,0.0002100155,0.9760011,0.00005187476,0.01776201,0.0007567158,0.00009852588,0.0002974699,0.00002071649,0.000005728412,0.002840633,0.000727986],"study_design_scores_gemma":[0.001103874,0.001473945,0.8913236,0.00007857157,0.09972344,0.001332174,0.0003632459,0.0000596654,0.00002792164,0.00001419771,0.004275204,0.0002241528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912262,0.001262675,0.001647249,0.005312032,0.00008650154,0.0002254449,0.00004643074,0.00003389737,0.0001595711],"genre_scores_gemma":[0.9930783,0.00001106982,0.004497872,0.0003571639,0.0002060291,0.00002963666,0.00002409813,0.00003512569,0.001760724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08467748,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04495219809953598,"score_gpt":0.2938913032428518,"score_spread":0.2489391051433158,"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."}}