{"id":"W3023360890","doi":"10.1097/md.0000000000019823","title":"GERD outcome after bariatric surgery","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; GERD; Sleeve gastrectomy; Weight loss; Cochrane Library; Randomized controlled trial; Surgery; Incidence (geometry); Obesity; Meta-analysis; Clinical trial; Esophagus; MEDLINE; Disease; Reflux; General surgery; Internal medicine; Gastric bypass","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":[0.009987648,0.0008308594,0.004807201,0.003442839,0.0003748739,0.00182964,0.0008161351,0.001095358,0.002981946],"category_scores_gemma":[0.03170234,0.0004008435,0.00814562,0.003954731,0.0006617747,0.0009696947,0.001018248,0.001129535,0.0001438061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537782,"about_ca_system_score_gemma":0.002028229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00348506,"about_ca_topic_score_gemma":0.004542063,"domain_scores_codex":[0.9909263,0.00353992,0.003088051,0.0008614025,0.001321153,0.0002631495],"domain_scores_gemma":[0.9752828,0.0131887,0.009385277,0.000438151,0.001377291,0.0003278049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.004332596,0.0001129028,0.0769604,0.6760435,0.1669853,0.0002170522,0.0003308675,0.0006976969,0.0002356345,0.0006371669,0.003015462,0.07043155],"study_design_scores_gemma":[0.003378419,0.002217176,0.2828192,0.2701464,0.4193315,0.001653896,0.0005930266,0.0006450882,0.0007490909,0.002025139,0.01628306,0.0001580109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01396802,0.983146,0.0001541859,0.0005991043,0.0001991973,0.000117881,0.001113974,0.000005958621,0.0006956296],"genre_scores_gemma":[0.4675402,0.5263528,0.0009171213,0.0014017,0.0007651772,0.0005443317,0.002165581,0.00001253499,0.000300572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009987648,"threshold_uncertainty_score":0.05282038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05081945937417788,"score_gpt":0.2859378713164973,"score_spread":0.2351184119423194,"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."}}