{"id":"W4392518598","doi":"10.1186/s12893-024-02374-7","title":"Outcomes of primary versus conversional Roux-En-Y gastric bypass after laparoscopic sleeve gastrectomy: a retrospective propensity score–matched cohort study","year":2024,"lang":"en","type":"article","venue":"BMC Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrick Gold (Canada)","funders":"Alexandria University","keywords":"Medicine; GERD; Reflux; Retrospective cohort study; Propensity score matching; Weight loss; Sleeve gastrectomy; Roux-en-Y anastomosis; Cohort; Surgery; Internal medicine; Gastric bypass; Gastroenterology; Cohort study; Gastrectomy; Obesity; Disease; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001474807,0.0003468035,0.0005340043,0.0008213221,0.0004756006,0.0008378836,0.000427102,0.0006506103,0.001257059],"category_scores_gemma":[0.003610336,0.0004631152,0.001102437,0.00103384,0.0004860254,0.0007276356,0.000549945,0.0005331112,0.0002111521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003371839,"about_ca_system_score_gemma":0.0003249132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528123,"about_ca_topic_score_gemma":0.001406099,"domain_scores_codex":[0.998742,0.0003023854,0.0001828131,0.0004312843,0.0001799658,0.0001615713],"domain_scores_gemma":[0.9973978,0.0003405624,0.001400958,0.0003712729,0.0001919986,0.0002973973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008460733,0.00006840102,0.9974355,0.00001253899,0.0003253268,0.000114398,0.00005524227,0.00007121839,0.0001901504,0.00003765817,0.0001004672,0.0007429823],"study_design_scores_gemma":[0.00008202383,0.0005306306,0.9973618,0.000008235409,0.0002084415,0.000513028,0.0001840111,0.0007062782,0.00008950921,0.00007600781,0.0002265809,0.00001335531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992612,0.0001804933,0.0001639761,0.0000190661,0.00001116002,0.00001563972,0.0002092988,0.0000019063,0.0001371648],"genre_scores_gemma":[0.9995727,0.00004545242,0.00004773692,0.00001930776,0.0000118461,0.00001218492,0.0002395911,0.000001352135,0.00004996426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001528123,"threshold_uncertainty_score":0.007799625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405365308569098,"score_gpt":0.2693920406742564,"score_spread":0.2288555098173466,"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."}}