{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003738801,0.000485231,0.005624802,0.0006004187,0.00003738682,0.000004011299,0.00009402957,0.0005928001,0.0000287486],"category_scores_gemma":[0.0007165601,0.0003758248,0.001966122,0.0004019976,0.0004538295,0.0000364082,0.0001520387,0.0005593327,0.000005920949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102105,"about_ca_system_score_gemma":0.0003812584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006641412,"about_ca_topic_score_gemma":0.000001784861,"domain_scores_codex":[0.9961258,0.00130831,0.0009171171,0.000804196,0.0002451963,0.0005993757],"domain_scores_gemma":[0.9973925,0.001274948,0.0001985082,0.000766991,0.00005826496,0.0003087646],"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":[0.00004377718,0.00004676421,0.01627257,0.01077722,0.002217824,0.001319409,0.00001455345,6.259502e-7,4.470633e-8,0.0000810163,0.00007709871,0.9691491],"study_design_scores_gemma":[0.001629394,0.0008805887,0.003128979,0.06849806,0.01676735,0.009743215,0.0001164284,0.00001650554,0.000098014,0.001394507,0.8959818,0.001745192],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001460069,0.9986787,0.00009913914,0.00003551096,0.0001062578,0.0007617616,0.00004393011,0.00001974273,0.0001089723],"genre_scores_gemma":[0.002964298,0.995831,0.0005644265,0.00004814025,0.0001396036,0.0001898864,0.0001489082,0.00005685995,0.00005689485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9674039,"threshold_uncertainty_score":0.9998693,"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."}}