{"id":"W2133099108","doi":"10.1053/j.semtcvs.2005.09.005","title":"Epidemiology and Molecular Biology of Barrett Esophagus","year":2005,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Esophagus; Dysplasia; Barrett's esophagus; Malignancy; Intestinal metaplasia; Metaplasia; GERD; Gastroenterology; Internal medicine; Adenocarcinoma; Epidemiology; Reflux esophagitis; Esophageal disease; Pathology; Disease; Cancer; 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":[0.000949992,0.0007665948,0.002052379,0.003246543,0.000215657,0.001052107,0.0008786974,0.001202864,0.001606128],"category_scores_gemma":[0.001649313,0.0004204995,0.0006992178,0.004214781,0.0006146485,0.001607963,0.0005781981,0.001314882,0.0005805876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008047539,"about_ca_system_score_gemma":0.001372118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615363,"about_ca_topic_score_gemma":0.004684416,"domain_scores_codex":[0.9996943,0.00006754071,0.00005539537,0.0000578123,0.0001050143,0.00001996521],"domain_scores_gemma":[0.9990552,0.0005117408,0.0001975601,0.00002599496,0.0001688869,0.00004057404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001214908,0.00006042096,0.004316988,0.02012908,0.0004169022,0.0005093419,0.00007041185,0.0005048295,0.001137557,0.002158986,0.01863347,0.9519405],"study_design_scores_gemma":[0.00005750077,0.0002275584,0.03111112,0.02174329,0.001648825,0.00946162,0.0002969936,0.0003218211,0.0008743335,0.005203903,0.9289804,0.0000726088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009546051,0.9994308,0.0000547079,0.0001923736,0.00006617732,0.000001060241,0.000007525131,0.000001428548,0.0001503771],"genre_scores_gemma":[0.0005264664,0.9990488,0.00009078206,0.00007925057,0.0001487122,0.000001137242,0.00001347421,2.84247e-7,0.00009107777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003246543,"threshold_uncertainty_score":0.005838931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204117990913195,"score_gpt":0.4071658343325683,"score_spread":0.3451246544234364,"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."}}