{"id":"W3217401196","doi":"10.1016/j.ijsu.2021.106184","title":"Uncut Roux-en-Y might reduce the rate of reflux gastritis after radical distal gastrectomy: An evidence mapping from a systematic review","year":2021,"lang":"en","type":"review","venue":"International Journal of Surgery","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Billroth I; Billroth II; Anastomosis; Internal medicine; Gastrectomy; Gastroenterology; Cochrane Library; Reflux; Bile reflux; Gastroenterostomy; Odds ratio; Confidence interval; Randomized controlled trial; Roux-en-Y anastomosis; Surgery; General surgery; Gastritis; Stomach; Cancer; Gastric bypass; Weight loss","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":[0.002871023,0.0003854939,0.003868439,0.0004820671,0.00002773326,0.0001030973,0.0006740816,0.000117767,0.0005843544],"category_scores_gemma":[0.003241182,0.0002332245,0.002010563,0.0004470654,0.0001038107,0.0003402315,0.0001678252,0.0006951568,0.00001216904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641961,"about_ca_system_score_gemma":0.0009812133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004711772,"about_ca_topic_score_gemma":0.000004682925,"domain_scores_codex":[0.9942791,0.001093481,0.002872654,0.0003102553,0.001208797,0.0002357523],"domain_scores_gemma":[0.9926403,0.0032664,0.002671813,0.000475006,0.0007697852,0.0001766541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002569978,0.0003293773,0.001716613,0.7628667,0.007958403,0.008157182,0.0001806561,6.241893e-7,0.000007296662,0.00003185589,0.01991227,0.198582],"study_design_scores_gemma":[0.0002115558,0.00003722266,0.0005587245,0.8836402,0.004566499,0.002087807,0.00006818442,0.000001738528,0.000001953997,0.00001181195,0.1086603,0.0001539736],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005185099,0.9941054,0.0001726737,0.002657572,0.00180203,0.0006365728,0.00007312741,0.000009529405,0.00002461176],"genre_scores_gemma":[0.001269641,0.9959365,0.000239334,0.0006239704,0.00137151,0.00006215076,0.0001130981,0.00004029405,0.0003434638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.198428,"threshold_uncertainty_score":0.951062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081875665331246,"score_gpt":0.382213100448986,"score_spread":0.2740255339158614,"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."}}