{"id":"W3135104534","doi":"10.1007/s00464-021-08358-5","title":"Surgical treatment of GERD: systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Surgical Endoscopy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; George & Fay Yee Centre for Healthcare Innovation","funders":"","keywords":"Medicine; GERD; Meta-analysis; Abdominal surgery; Randomized controlled trial; Dysphagia; Reflux; Internal medicine; Surgery; Relative risk; Confidence interval; 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":[0.004742145,0.002384628,0.01536779,0.004068356,0.0004936761,0.002285343,0.00182204,0.00188161,0.006424355],"category_scores_gemma":[0.01302019,0.00132952,0.02189262,0.006187833,0.0006610725,0.001658832,0.001681007,0.001894978,0.0005034495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541705,"about_ca_system_score_gemma":0.002487509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006543911,"about_ca_topic_score_gemma":0.02356909,"domain_scores_codex":[0.9968044,0.001082408,0.001132332,0.0004403327,0.0003711323,0.0001695249],"domain_scores_gemma":[0.9931167,0.004602788,0.001477666,0.0002276017,0.0004521219,0.0001231655],"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":[0.001574492,0.00003437006,0.002510235,0.6096608,0.3702925,0.0001301412,0.00008378239,0.0002814578,0.0002596828,0.00008583731,0.0009273428,0.01415941],"study_design_scores_gemma":[0.001000695,0.0002000718,0.004822168,0.03733886,0.9535609,0.0001283962,0.0000768257,0.0001040404,0.00008330734,0.0001611907,0.002487235,0.00003625831],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002092137,0.9970081,0.0002023792,0.00007275973,0.00009089833,0.00008967386,0.0002963899,0.00001223184,0.0001355346],"genre_scores_gemma":[0.0589798,0.9384834,0.000939393,0.0006082641,0.0001628023,0.0002069269,0.0003626482,0.00001525442,0.0002415119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01536779,"threshold_uncertainty_score":0.02507919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078671694808107,"score_gpt":0.4182471726113262,"score_spread":0.3103800031305154,"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."}}