{"id":"W4383198995","doi":"10.1007/s00464-023-10202-x","title":"Endoscopic plication compared to laparoscopic fundoplication in the treatment of gastroesophageal reflux disease: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Surgical Endoscopy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta; University of Alberta Hospital","funders":"","keywords":"Medicine; GERD; Reflux; Meta-analysis; Abdominal surgery; Odds ratio; Discontinuation; Surgery; Hepatology; Internal medicine; Endoscopy; Laparoscopy; Disease","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":[0.003962506,0.002160798,0.01594041,0.002998655,0.0005654793,0.002340868,0.00161728,0.002263525,0.003928522],"category_scores_gemma":[0.01052669,0.001101446,0.02366232,0.004212901,0.0006780745,0.001502361,0.001228395,0.002247272,0.0002836291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509106,"about_ca_system_score_gemma":0.001740963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006535409,"about_ca_topic_score_gemma":0.02074193,"domain_scores_codex":[0.9971553,0.001066692,0.000889399,0.0004158292,0.0003320533,0.0001407287],"domain_scores_gemma":[0.9946615,0.003872521,0.0009212405,0.0001106434,0.000328255,0.000105964],"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":[0.005674682,0.00006847943,0.003119498,0.5072167,0.462794,0.0001529619,0.0001087297,0.0003869474,0.0004003593,0.0001018319,0.000690316,0.01928556],"study_design_scores_gemma":[0.001792139,0.000358198,0.00471537,0.02288596,0.9681561,0.0001106104,0.00007484641,0.0001317673,0.0001117789,0.0001235597,0.001505944,0.00003364323],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004224104,0.9950287,0.0001600547,0.00006895161,0.0001062192,0.00007538871,0.0001926292,0.000009061872,0.0001349029],"genre_scores_gemma":[0.1011835,0.8964335,0.0007975496,0.000602828,0.0002285155,0.0001926084,0.0002928151,0.00001258921,0.000256155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01594041,"threshold_uncertainty_score":0.02095598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13508821937632,"score_gpt":0.4244006458991851,"score_spread":0.2893124265228651,"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."}}