{"id":"W2765879940","doi":"10.1093/icvts/ivx280.184","title":"P-184PERSISTENCE OF GENETIC MUTATIONS IN THE NEOSQUAMOUS EPITHELIUM AFTER ABLATION THERAPY FOR BARRETT’S OESOPHAGUS AND OESOPHAGEAL DYSPLASIA","year":2017,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Dysplasia; Barrett's oesophagus; Ablation; Ablation Therapy; Esophagus; Epithelium; Gastroenterology; Internal medicine; Adenocarcinoma; Pathology; 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":[0.0009349494,0.0001704237,0.0005435545,0.0001511707,0.0001640654,0.00004657486,0.0000855379,0.00009993863,0.00001283812],"category_scores_gemma":[0.0004257811,0.0001199475,0.0004693783,0.00006605876,0.0002853254,0.0001850362,0.00003256154,0.0001685808,0.000001960491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001773886,"about_ca_system_score_gemma":0.00004133103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008330755,"about_ca_topic_score_gemma":0.000008997986,"domain_scores_codex":[0.9987354,0.0002476488,0.000288617,0.0003328877,0.0001963522,0.0001990421],"domain_scores_gemma":[0.9983347,0.0007951388,0.0001386418,0.0005086558,0.0001631743,0.00005966581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001650476,0.0001410326,0.5359204,0.0002254679,0.0009115569,0.0009542268,0.00306597,0.00002061486,0.000207827,0.00002043306,0.00003398366,0.456848],"study_design_scores_gemma":[0.0005985506,0.0001397662,0.9957333,0.0001067616,0.0003178464,0.0005144313,0.0003618379,0.0002439472,0.001334393,0.000328419,0.0002104275,0.0001103212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547172,0.042666,0.001172116,0.0003219261,0.0002429062,0.0006366248,0.00003215425,0.000009407688,0.0002016351],"genre_scores_gemma":[0.9982191,0.0008149908,0.0003374536,0.0002296719,0.000139537,0.000198386,0.00001453197,0.00001784928,0.00002851571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4598129,"threshold_uncertainty_score":0.4891317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794766551529042,"score_gpt":0.3045204950814595,"score_spread":0.276572829566169,"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."}}