{"id":"W4402945871","doi":"10.1016/j.igie.2024.09.006","title":"An unexpected finding after endoscopic management for dysplastic Barrett’s esophagus","year":2024,"lang":"en","type":"article","venue":"iGIE","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Barrett's esophagus; Medicine; Esophagus; General surgery; Internal medicine; Gastroenterology; Adenocarcinoma; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.00008918576,0.0001856785,0.0002215482,0.0002321296,0.00005063634,0.0000839067,0.0001033027,0.00008077142,0.0004402928],"category_scores_gemma":[0.00004056749,0.0001698155,0.00009199655,0.0002459899,0.00004247638,0.0001329999,0.00003478013,0.0001426769,0.0002323375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545402,"about_ca_system_score_gemma":0.00005978465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006680259,"about_ca_topic_score_gemma":0.000004715061,"domain_scores_codex":[0.9987229,0.00001710527,0.000227729,0.0004396644,0.0002284209,0.0003641771],"domain_scores_gemma":[0.9992808,0.0001237008,0.00002063705,0.0003717519,0.00003613691,0.0001669982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003602074,0.002830567,0.3788847,0.02976204,0.006215131,0.06710561,0.01316576,0.0002229793,0.02987434,0.0987689,0.09526765,0.2743003],"study_design_scores_gemma":[0.0142536,0.005469576,0.8607157,0.007261469,0.003748779,0.0006663445,0.001004827,0.01865654,0.05055902,0.01330526,0.02248272,0.001876122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8931625,0.07519455,0.009978672,0.002602077,0.005231646,0.00361354,0.0001902705,0.00190814,0.008118648],"genre_scores_gemma":[0.9922804,0.00002830022,0.003581287,0.0003930843,0.0005485773,0.0003745877,0.00006001836,0.00006348544,0.002670314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4818311,"threshold_uncertainty_score":0.6924874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719611363516349,"score_gpt":0.3122818590402357,"score_spread":0.2950857454050722,"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."}}