{"id":"W3041389090","doi":"10.1007/s10620-020-06483-0","title":"Does Risk of Progression from Barrett’s Esophagus to Esophageal Adenocarcinoma Change Based on the Number of Non-dysplastic Endoscopies?","year":2020,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; Cancer Research UK; National Institutes of Health; Medical Research Council; Public Health Agency; Queen's University Belfast; Queen's University","keywords":"Barrett's esophagus; Medicine; Dysplasia; Esophagus; Gastroenterology; Internal medicine; Intestinal metaplasia; Endoscopy; Adenocarcinoma; Population; Esophageal disease; Hepatology; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001378842,0.0003241347,0.0006673339,0.0009971054,0.0003099718,0.0009513443,0.0007362131,0.001809835,0.004758048],"category_scores_gemma":[0.0072673,0.0003952135,0.002720901,0.001084656,0.0004755598,0.00174559,0.0004575191,0.001764635,0.00105809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563088,"about_ca_system_score_gemma":0.0002393712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003122315,"about_ca_topic_score_gemma":0.003488117,"domain_scores_codex":[0.9991891,0.0002280049,0.00007592126,0.0002542758,0.00009900337,0.0001537719],"domain_scores_gemma":[0.9938195,0.002043966,0.002202915,0.0006941532,0.00033429,0.0009052043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001166171,0.00004409726,0.9937606,0.00002542381,0.0004282611,0.00008281598,0.00005048163,0.0001352157,0.0002150214,0.00006828563,0.0002190931,0.003804606],"study_design_scores_gemma":[0.00001491926,0.0001465637,0.9981273,0.0000130912,0.0001738392,0.0003452747,0.00009061413,0.0005789227,0.00005643615,0.0001708536,0.0002719843,0.00001006696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992017,0.002806032,0.0003822361,0.0007855249,0.00006618487,0.00001154686,0.0009594526,0.00002479408,0.002947171],"genre_scores_gemma":[0.998589,0.0003029665,0.0001020203,0.0000935624,0.00006469275,0.000003165661,0.0004626276,0.000006606651,0.0003754827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004758048,"threshold_uncertainty_score":0.0159173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113788982734727,"score_gpt":0.3297903062333039,"score_spread":0.2986524164059566,"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."}}