{"id":"W1513536407","doi":"10.1111/j.1749-6632.2011.06046.x","title":"Barrett's esophagus: histology and immunohistology","year":2011,"lang":"en","type":"article","venue":"Annals of the New York Academy of Sciences","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute for Health and Care Research","keywords":"Histology; Esophagus; Pathology; Barrett's esophagus; Medicine; Immunohistochemistry; Monoclonal antibody; Intestinal mucosa; Biology; Internal medicine; Antibody; Adenocarcinoma; Immunology; 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":[0.003200773,0.0003478571,0.0004796537,0.0022518,0.0004345702,0.0009771916,0.0008228457,0.001307587,0.003947806],"category_scores_gemma":[0.001715655,0.0003142198,0.0002996497,0.001029305,0.001149425,0.001980104,0.0008552187,0.00130813,0.002711114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004190602,"about_ca_system_score_gemma":0.0003854414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001085597,"about_ca_topic_score_gemma":0.003042061,"domain_scores_codex":[0.9990645,0.0003186334,0.0001643168,0.00006852567,0.0003027361,0.00008129883],"domain_scores_gemma":[0.9989766,0.0002912514,0.00009442562,0.0001613938,0.0003697865,0.0001065672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004543283,0.0003175634,0.02296525,0.004784975,0.0001443659,0.00762713,0.000746033,0.0003973674,0.1728683,0.03478357,0.2134165,0.5414946],"study_design_scores_gemma":[0.00002719661,0.0003040063,0.0571421,0.0008254418,0.00006839392,0.02442208,0.0004745354,0.000286334,0.009387767,0.007685648,0.899318,0.00005853334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03342256,0.7574068,0.03506794,0.05945214,0.02274083,0.0003375937,0.0007064262,0.000560958,0.09030467],"genre_scores_gemma":[0.1172523,0.6740119,0.05154596,0.03589813,0.03195662,0.0003232897,0.0008853395,0.0002839471,0.08784253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003947806,"threshold_uncertainty_score":0.01692748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463820656731995,"score_gpt":0.3790305152335307,"score_spread":0.2326484495603312,"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."}}