{"id":"W2591504958","doi":"10.1136/gutjnl-2016-313589","title":"Global prevalence of, and risk factors for, gastro-oesophageal reflux symptoms: a meta-analysis","year":2017,"lang":"en","type":"review","venue":"Gut","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":798,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Health Sciences Centre; McMaster University Medical Centre","funders":"","keywords":"Medicine; Gastro-; Reflux; Internal medicine; Meta-analysis; Aspirin; Regurgitation (circulation); Population; Gastroenterology; Epidemiology; Disease; Environmental health","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":[0.01968368,0.004171912,0.01918864,0.007262819,0.0008382534,0.003883711,0.002596968,0.00279131,0.004510914],"category_scores_gemma":[0.03099714,0.002352626,0.07875416,0.007100928,0.0008343303,0.002094715,0.002039607,0.002321346,0.0005074682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002015877,"about_ca_system_score_gemma":0.002166068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005524722,"about_ca_topic_score_gemma":0.009513859,"domain_scores_codex":[0.9894874,0.005191652,0.002300913,0.001757258,0.0008590647,0.0004036634],"domain_scores_gemma":[0.984562,0.0108485,0.002123321,0.0009978375,0.001184924,0.0002833669],"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":[0.002454968,0.00002037935,0.007682875,0.04954925,0.9366754,0.0000903451,0.0000350993,0.0004233376,0.0001636157,0.0000451435,0.0002317042,0.002628008],"study_design_scores_gemma":[0.0003453875,0.0001271374,0.003166487,0.001971632,0.9937813,0.00006107788,0.0000177538,0.0001287035,0.0000487024,0.00007039272,0.0002698902,0.00001152979],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02745649,0.9670509,0.002214535,0.0003629059,0.0003844412,0.000445672,0.001507777,0.00009153293,0.0004858008],"genre_scores_gemma":[0.5478492,0.4398066,0.005809875,0.001126974,0.0005343588,0.001774573,0.002265292,0.0001060314,0.0007270742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01968368,"threshold_uncertainty_score":0.1040984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1714160078865442,"score_gpt":0.4295765354153023,"score_spread":0.2581605275287581,"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."}}