{"id":"W2128012169","doi":"10.1053/j.gastro.2014.10.009","title":"Efficacy of Transoral Fundoplication vs Omeprazole for Treatment of Regurgitation in a Randomized Controlled Trial","year":2014,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"GlaxoSmithKline; AstraZeneca; Pfizer","keywords":"Medicine; Esophagogastroduodenoscopy; GERD; Omeprazole; Gastroenterology; Proton-pump inhibitor; Hiatal hernia; Internal medicine; Reflux; Placebo; Regurgitation (circulation); Esophageal pH monitoring; High resolution manometry; Surgery; Endoscopy; Disease","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":[0.0004291831,0.0001480173,0.002090581,0.0002120483,0.00001228463,0.000001911658,0.00004150075,0.00006828225,0.00001551771],"category_scores_gemma":[0.0002572436,0.0001030493,0.0005229226,0.00005520821,0.0001032475,0.00002696748,0.000003572129,0.00002498301,0.000001699024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004893202,"about_ca_system_score_gemma":0.00002534432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001459405,"about_ca_topic_score_gemma":0.00001288522,"domain_scores_codex":[0.9983925,0.0002780281,0.0007938676,0.0002065581,0.0001104758,0.0002186281],"domain_scores_gemma":[0.9987217,0.0005729841,0.0003605788,0.0001994726,0.00008811566,0.00005716296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.98054,0.002041762,0.01372034,0.00003583629,0.0003408718,0.000002051034,0.0002198777,0.00003372442,0.001164746,0.0001041382,0.000004427612,0.001792186],"study_design_scores_gemma":[0.9461196,0.0172544,0.03436,0.00001757795,0.000559604,0.000006322141,0.000007432952,0.0007476565,0.0007953164,0.0001024683,0.00001129472,0.00001829927],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892401,0.00002632343,0.004079231,0.0003064431,0.0001050872,0.006139511,0.000009964711,0.00001155432,0.0000817645],"genre_scores_gemma":[0.9962963,0.00001803065,0.001984489,0.00004473286,0.00005785154,0.00138675,0.0001055076,0.00001228537,0.00009405119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03442041,"threshold_uncertainty_score":0.4202227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583175771552842,"score_gpt":0.3052496993231917,"score_spread":0.2894179416076633,"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."}}