{"id":"W2115280062","doi":"10.1093/aje/kwi218","title":"Ethnicity, Gender, and Socioeconomic Status as Risk Factors for Esophagitis and Barrett's Esophagus","year":2005,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University; AstraZeneca; Abbott Laboratories","keywords":"Socioeconomic status; Ethnic group; Medicine; Esophagus; Internal medicine; Esophagitis; Demography; Gastroenterology; Environmental health; Disease; Population; Reflux; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001587741,0.0003290234,0.0003447768,0.0008174918,0.0003703038,0.0005859031,0.0003130951,0.0004775422,0.001525858],"category_scores_gemma":[0.004993357,0.0002105138,0.0008182785,0.0008993873,0.0003942953,0.0005529539,0.0004651497,0.0005120914,0.000161084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178053,"about_ca_system_score_gemma":0.0003492811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002914565,"about_ca_topic_score_gemma":0.004635562,"domain_scores_codex":[0.9990903,0.0004959549,0.00008193257,0.00008612522,0.0001308811,0.0001148133],"domain_scores_gemma":[0.9972225,0.0008956195,0.0009585092,0.0001182179,0.0001912217,0.0006138838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001209362,0.00001243111,0.9987732,0.000006300512,0.00005438527,0.00008125816,0.00002924231,0.00001234224,0.00005495303,0.00001323282,0.00002596753,0.0008157043],"study_design_scores_gemma":[0.000006519811,0.00009006916,0.9991651,0.000010177,0.00007639427,0.0002680775,0.00008841109,0.000129789,0.00002422554,0.00003257003,0.0001060142,0.00000267753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996915,0.001972422,0.0001258688,0.0001343814,0.00002267226,0.000007706951,0.00009943227,0.000003220106,0.0007191731],"genre_scores_gemma":[0.9991868,0.0003949546,0.0001325084,0.0000357796,0.0000235353,0.000005807173,0.00007195553,0.000001704756,0.0001469094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002914565,"threshold_uncertainty_score":0.008396924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03599498196194651,"score_gpt":0.3528616111636191,"score_spread":0.3168666292016726,"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."}}