{"id":"W4416682254","doi":"10.1093/qjmed/hcaf224.099","title":"Outcomes of Concomitant Laparoscopic Crural Repair of Hiatal Hernia with Sleeve Gastrectomy: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"QJM","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"GERD; Hiatal hernia; Sleeve gastrectomy; Concomitant; Comorbidity; Esophagitis; Weight loss; Hernia; Laparoscopy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01038316,0.002436037,0.01725946,0.007408854,0.0005846482,0.003234651,0.002031763,0.002021076,0.002771439],"category_scores_gemma":[0.02781413,0.001493565,0.03331242,0.007576012,0.0007118186,0.001684186,0.001468782,0.001565497,0.0002017061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397465,"about_ca_system_score_gemma":0.004044407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006651061,"about_ca_topic_score_gemma":0.01412826,"domain_scores_codex":[0.9919696,0.003201175,0.002752737,0.000845393,0.0009592252,0.0002717194],"domain_scores_gemma":[0.9823403,0.01183782,0.003514926,0.0004424225,0.001613498,0.000251104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001125153,0.00002966384,0.004243165,0.510552,0.4743971,0.0001480304,0.00009769553,0.0003292166,0.0001690502,0.0001033872,0.000354414,0.008451119],"study_design_scores_gemma":[0.0003155765,0.0001976619,0.004549829,0.03676384,0.9564353,0.0001316946,0.00006235667,0.0001308726,0.0001050688,0.0001103679,0.0011742,0.0000232778],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00507145,0.9938547,0.0002401215,0.0001141053,0.0000802436,0.0001720403,0.0003055527,0.00001127072,0.0001505037],"genre_scores_gemma":[0.1624725,0.8334185,0.001520608,0.000601936,0.0002352378,0.0009157645,0.000607006,0.00001800892,0.000210337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01725946,"threshold_uncertainty_score":0.05491203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302875927771374,"score_gpt":0.2963174201374894,"score_spread":0.2732886608597756,"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."}}