{"id":"W2805343634","doi":"10.14740/gr1009w","title":"Low Expression of Transforming Growth Factor β in the Epithelium of Barrett’s Esophagus","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epithelium; Esophagus; Barrett's esophagus; Transforming growth factor; Intestinal metaplasia; Metaplasia; Medicine; Pathology; Biopsy; Immunohistochemistry; Dysplasia; Blot; Internal medicine; Adenocarcinoma; Biology; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160398,0.0001138361,0.0003312207,0.0003880869,0.00007017772,0.000005238739,0.0003219115,0.00008066695,0.0002559344],"category_scores_gemma":[0.0001747164,0.00006931037,0.00009645517,0.0003178485,0.0008253434,0.00006303375,0.00007615334,0.0005009889,0.00001636022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006969585,"about_ca_system_score_gemma":0.0001319482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002210174,"about_ca_topic_score_gemma":0.0001767424,"domain_scores_codex":[0.9974129,0.0005401684,0.0003323398,0.0002534474,0.0007910113,0.0006701091],"domain_scores_gemma":[0.9988557,0.0002114245,0.00005095553,0.0003720397,0.0003815421,0.0001284031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003863218,0.0005471975,0.9790576,0.0002120848,0.00003754185,0.0001297011,0.00176909,2.423989e-7,0.01325308,0.00005676409,0.0002718176,0.0008017233],"study_design_scores_gemma":[0.002684488,0.006089029,0.651877,0.0001606499,0.000008567275,0.00005144078,0.0003568458,0.00001503655,0.3385618,0.0001682302,0.0000036627,0.00002328762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995931,0.001670474,0.0001126367,0.001324801,0.00004031188,0.0006915993,0.00003198806,0.000006775633,0.0001904371],"genre_scores_gemma":[0.9993951,0.00009028252,0.0001653728,0.0000968718,0.000105544,0.00008011335,0.000008191039,0.00001316546,0.0000453123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3271806,"threshold_uncertainty_score":0.3041012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0484544750172791,"score_gpt":0.3712237511205462,"score_spread":0.3227692761032671,"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."}}