{"id":"W2054546990","doi":"10.1038/modpathol.3880574","title":"Utilization of Cytokeratins 7 and 20 Does Not Differentiate between Barrett's Esophagus and Gastric Cardiac Intestinal Metaplasia","year":2002,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St. Michael's Hospital; McMaster University","funders":"","keywords":"Intestinal metaplasia; Barrett's esophagus; Esophagus; Dysplasia; Pathology; Medicine; Immunostaining; Staining; Gastroenterology; Metaplasia; Internal medicine; Immunohistochemistry; 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":[0.0001029572,0.000144458,0.0004117633,0.0001236617,0.00005889536,0.00001185868,0.00003678199,0.0000722491,0.00006591141],"category_scores_gemma":[0.00007004238,0.0001005515,0.00004735884,0.00007853372,0.0001660135,0.00005122156,0.00006236446,0.0001456297,0.000004362393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002830585,"about_ca_system_score_gemma":0.00001697678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002050278,"about_ca_topic_score_gemma":0.00001058472,"domain_scores_codex":[0.998981,0.0001096572,0.0002054244,0.0002933364,0.0001732403,0.000237328],"domain_scores_gemma":[0.9994509,0.00008622502,0.0000631172,0.0001719036,0.00006456688,0.0001632971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009613248,0.00008121133,0.9603589,0.0001175472,0.0001001349,0.0002403395,0.0004252376,0.000001237848,0.00213966,0.00005266313,0.00002997712,0.03635696],"study_design_scores_gemma":[0.002103291,0.001196942,0.963966,0.00003935946,0.00033165,0.0001886288,0.00002446218,0.002902759,0.02867059,0.0004725607,0.000005465919,0.00009834839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665452,0.03050211,0.001991768,0.000385279,0.00004273702,0.0003068229,0.000117001,0.0000272685,0.00008179546],"genre_scores_gemma":[0.9982115,0.0006131193,0.0007100935,0.00004209363,0.00006669333,0.00002741229,0.00004786887,0.00001514281,0.0002660846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03625861,"threshold_uncertainty_score":0.4100372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04929610050259327,"score_gpt":0.299969310124509,"score_spread":0.2506732096219157,"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."}}