{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001500303,0.0003294277,0.0003688963,0.001444239,0.0002317397,0.0004711041,0.0002975426,0.0006540882,0.0006132409],"category_scores_gemma":[0.003391001,0.0002211773,0.0003025393,0.0005986654,0.0006602958,0.000596118,0.0004752677,0.000286151,0.0002647119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851329,"about_ca_system_score_gemma":0.0001755336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006075653,"about_ca_topic_score_gemma":0.001313561,"domain_scores_codex":[0.9992068,0.0001915364,0.000185182,0.0000882586,0.0001828478,0.0001453813],"domain_scores_gemma":[0.9975085,0.001058441,0.0005471926,0.0001967954,0.0003748286,0.0003141391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007805956,0.00006128516,0.8658253,0.0001683443,0.000100683,0.00401375,0.0003070972,0.00008298068,0.1161704,0.0001387647,0.00006727643,0.01228363],"study_design_scores_gemma":[0.00002165235,0.0006762536,0.9429803,0.00005289886,0.0001534291,0.02661445,0.0006137385,0.001239186,0.02598381,0.0002378651,0.001413127,0.00001324388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959956,0.00193883,0.0003704233,0.00002992917,0.00001056942,0.000008665213,0.00001846006,0.000008558006,0.001618968],"genre_scores_gemma":[0.9988285,0.0004466994,0.0005159175,0.00002709175,0.000009043592,0.000003372949,0.00006589259,0.000002521899,0.0001010015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001500303,"threshold_uncertainty_score":0.007934511,"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."}}