{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001230442,0.0004941463,0.004246009,0.0002483644,0.00007177602,0.00001191598,0.0003748852,0.00006731523,0.0000206912],"category_scores_gemma":[0.00007034943,0.000248997,0.0005024367,0.0002479822,0.0007060035,0.00002878932,0.0001086573,0.0003624434,0.000003738145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236191,"about_ca_system_score_gemma":0.0005710064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001188451,"about_ca_topic_score_gemma":0.00003517111,"domain_scores_codex":[0.9969548,0.0003909883,0.001145751,0.0003537578,0.0004406826,0.0007140507],"domain_scores_gemma":[0.9959855,0.0003442442,0.002153545,0.0004877314,0.0005772764,0.0004517012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1740308,0.002594779,0.006460877,0.2994991,0.03252696,0.005011173,0.0005528564,0.000005044424,4.31235e-7,0.00009693799,0.03502536,0.4441957],"study_design_scores_gemma":[0.04037835,0.3748198,0.001196872,0.1385671,0.07073078,0.05678569,0.0009588036,0.00003478008,0.000003526963,0.0001204379,0.3156736,0.000730268],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005472327,0.9936734,0.0003562636,0.001767292,0.0000894672,0.003159376,0.0003883378,0.000007476889,0.00001117849],"genre_scores_gemma":[0.000930769,0.9894192,0.007911874,0.0009248128,0.0001489758,0.0003828946,0.00005004563,0.00007740359,0.0001540194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4434654,"threshold_uncertainty_score":0.9999962,"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."}}