{"id":"W4283215290","doi":"10.1016/j.cgh.2022.05.041","title":"What is the Prevalence of Clinically Significant Endoscopic Findings in Subjects With Dyspepsia? Updated Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Gastroenterology and Hepatology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Internal medicine; Odds ratio; Meta-analysis; Esophagitis; MEDLINE; Systematic review; Confidence interval; Gastroenterology; Peptic; Reflux esophagitis; Endoscopy; Peptic ulcer; Disease; Reflux","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":[0.009040659,0.002258973,0.019314,0.0053187,0.0005001347,0.003212678,0.002262164,0.002861666,0.00393022],"category_scores_gemma":[0.02931182,0.001737747,0.03037814,0.006445131,0.0008578761,0.002585045,0.002152788,0.002542247,0.0004446113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692865,"about_ca_system_score_gemma":0.002720586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008540531,"about_ca_topic_score_gemma":0.02323387,"domain_scores_codex":[0.9930732,0.002308656,0.002562101,0.001004081,0.0008024793,0.000249494],"domain_scores_gemma":[0.9841173,0.0115181,0.002604472,0.0005109193,0.001073763,0.0001753766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001300786,0.00002013555,0.007511593,0.4046586,0.5701412,0.000115131,0.00009200623,0.0002090538,0.0002018973,0.0001041329,0.000867833,0.0147776],"study_design_scores_gemma":[0.0004372236,0.00008957228,0.00640383,0.02430006,0.966911,0.0001054665,0.00005371829,0.0000847228,0.00005350773,0.0001459463,0.001383016,0.00003211118],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002029631,0.9969581,0.0002259037,0.0001157088,0.0001291144,0.00005719558,0.0003653826,0.00001016312,0.000108855],"genre_scores_gemma":[0.09365565,0.9022593,0.00119176,0.001191898,0.0003311611,0.0003003732,0.0007767393,0.00002555155,0.0002675014],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.019314,"threshold_uncertainty_score":0.0478121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119731705699359,"score_gpt":0.3908953708341963,"score_spread":0.2789222002642605,"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."}}