{"id":"W1972443519","doi":"10.1038/ajg.2015.55","title":"BOB CAT: a Large-Scale Review and Delphi Consensus for Management of Barrett’s Esophagus With No Dysplasia, Indefinite for, or Low-Grade Dysplasia","year":2015,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"National Institutes of Health; University of Leeds; National Cancer Institute; National Institute for Health and Care Research; National Institute for Health and Care Excellence","keywords":"Medicine; Dysplasia; Grading (engineering); Delphi method; Barrett's esophagus; Population; Endoscopic mucosal resection; General surgery; Esophagus; Internal medicine; Family medicine; Cancer; Endoscopy; Adenocarcinoma; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2275784,0.001772141,0.004427806,0.02376668,0.002623447,0.006591879,0.003274556,0.004821615,0.01022634],"category_scores_gemma":[0.3157161,0.001732067,0.00857025,0.01280327,0.002136295,0.007257176,0.009380774,0.002934703,0.001777523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008433497,"about_ca_system_score_gemma":0.03182584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004223997,"about_ca_topic_score_gemma":0.00838914,"domain_scores_codex":[0.7550383,0.1579783,0.05597838,0.006539461,0.02212021,0.002345269],"domain_scores_gemma":[0.7657278,0.1283414,0.0259187,0.009616581,0.06703292,0.003362662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001236522,0.000141966,0.006120937,0.5636028,0.007571208,0.0004195115,0.01207693,0.0006035597,0.001971426,0.006037159,0.0828511,0.3173669],"study_design_scores_gemma":[0.001218999,0.0004029947,0.009069042,0.7493708,0.01376698,0.0004712672,0.007037367,0.0008306188,0.0008344266,0.005914503,0.2108363,0.0002467261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03607946,0.5903196,0.04730733,0.1032048,0.01220542,0.148768,0.01904141,0.0008014075,0.04227252],"genre_scores_gemma":[0.2009786,0.3021736,0.1987161,0.03803426,0.002478123,0.2378642,0.01193216,0.0004481935,0.007374819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2275784,"threshold_uncertainty_score":0.9525334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04002936030340506,"score_gpt":0.361259113766576,"score_spread":0.321229753463171,"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."}}