{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009207026,0.0002223865,0.001128657,0.0001482004,0.00009569855,0.000006440727,0.0000658955,0.00008602988,0.0000799753],"category_scores_gemma":[0.001909189,0.000163047,0.0001974809,0.00004106352,0.0005890848,0.0001085071,0.00003652991,0.0003426105,0.000009109995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299403,"about_ca_system_score_gemma":0.0001134376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001831495,"about_ca_topic_score_gemma":0.00000504961,"domain_scores_codex":[0.9980989,0.0003285812,0.0007190265,0.0002708512,0.0000714214,0.0005112945],"domain_scores_gemma":[0.9957697,0.002487243,0.0009178163,0.0001439299,0.00009169907,0.0005895887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000208633,0.00005990551,0.9327484,0.00001082868,0.0004381242,0.00005274117,0.0003666156,0.00002439119,0.000007682482,0.0001821763,0.0003473648,0.06555309],"study_design_scores_gemma":[0.00266744,0.004511616,0.9875019,0.00001093335,0.0004120831,0.0009021797,0.0004518867,0.0001453666,0.00008785947,0.002839899,0.0003880587,0.000080764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816728,0.01628795,0.0008315988,0.0008045431,0.0001141655,0.0001833078,0.00004361631,0.00001070298,0.00005134676],"genre_scores_gemma":[0.9787701,0.003444155,0.0157338,0.001682636,0.0002796155,0.000005070914,0.00001000794,0.00002538058,0.0000492076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06547233,"threshold_uncertainty_score":0.6648864,"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."}}