{"id":"W1539743096","doi":"10.1016/j.gtc.2015.02.003","title":"Screening for Barrett’s Esophagus","year":2015,"lang":"en","type":"review","venue":"Gastroenterology Clinics of North America","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Barrett's esophagus; Esophageal adenocarcinoma; Esophagus; Population; MEDLINE; Esophageal disease; Adenocarcinoma; Internal medicine; Cancer; Environmental health","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":[0.0009553746,0.001012199,0.002470421,0.005270531,0.0002007443,0.0008297722,0.0006582403,0.001036378,0.004756775],"category_scores_gemma":[0.002885756,0.0004046064,0.001530161,0.003367414,0.0003340976,0.001197277,0.0007603032,0.001171503,0.0006102567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005964007,"about_ca_system_score_gemma":0.001377579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725356,"about_ca_topic_score_gemma":0.007805117,"domain_scores_codex":[0.9996086,0.00008414272,0.000106172,0.00006728587,0.0001046163,0.00002927115],"domain_scores_gemma":[0.9987583,0.0007391523,0.0002668099,0.00001981393,0.0001633208,0.00005260245],"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":[0.0001455541,0.00004412732,0.0009343616,0.08277572,0.0007876365,0.0001288981,0.00005033921,0.0001183031,0.0003624959,0.0004384432,0.01885931,0.8953549],"study_design_scores_gemma":[0.0003398125,0.0005552433,0.01487592,0.1510199,0.012337,0.002883273,0.0003331662,0.0002221523,0.0008181909,0.001366832,0.8151643,0.00008411349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008128403,0.9993609,0.00002331907,0.0001285868,0.00009223072,0.000004301188,0.00002370116,0.00000242626,0.0002832442],"genre_scores_gemma":[0.0009043611,0.9984543,0.00009573867,0.0002328671,0.0001009653,0.000005471982,0.00003894298,6.512902e-7,0.000166675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005270531,"threshold_uncertainty_score":0.01591301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065451981023246,"score_gpt":0.4242991692378239,"score_spread":0.3177539711354993,"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."}}