{"id":"W2774721352","doi":"10.21037/jtd.2017.11.16","title":"Longitudinal study of esophageal mucosal damage after esophagectomy and gastric interposition: relationship between reflux-related mucosal injury and Notch signaling","year":2017,"lang":"en","type":"article","venue":"Journal of Thoracic Disease","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal; National Natural Science Foundation of China","keywords":"Esophagectomy; HES1; Medicine; Reflux esophagitis; Esophagus; Gastroenterology; Immunohistochemistry; Internal medicine; Reflux; Esophageal disease; Pathogenesis; Pathology; Esophagitis; Gastric mucosa; Esophageal cancer; Stomach; Notch signaling pathway; Cancer; Receptor; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000830289,0.0002453926,0.0006500875,0.0004180737,0.0002664654,0.00009308097,0.0001960306,0.0001212329,0.00006566965],"category_scores_gemma":[0.0006565293,0.0002003334,0.0001765247,0.0001520107,0.0002795055,0.000539294,0.000197123,0.0006452068,0.000005163342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004120997,"about_ca_system_score_gemma":0.0001172411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008063063,"about_ca_topic_score_gemma":0.000001635773,"domain_scores_codex":[0.9979462,0.0002353171,0.0008452492,0.0002965484,0.0004355986,0.0002411121],"domain_scores_gemma":[0.9976057,0.0002429373,0.0008720715,0.0004170006,0.0002696983,0.0005925934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002878226,0.0005699146,0.9876263,0.0003383492,0.0001994717,0.005248672,0.0004466172,0.00000207833,0.0001745486,0.00002185593,0.00003232462,0.002461707],"study_design_scores_gemma":[0.001999238,0.001802017,0.9924163,0.000470829,0.001816426,0.0003681971,0.0001652952,0.00003298586,0.0001046097,0.000692515,0.000001167562,0.0001304762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967111,0.002048132,0.0001217087,0.0005021268,0.0001671175,0.0003395614,0.0000413482,0.00001501873,0.00005384254],"genre_scores_gemma":[0.9987007,0.00001765901,0.000716803,0.00004258641,0.0003596142,0.000007458676,0.000009139423,0.00002784835,0.0001181353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004880475,"threshold_uncertainty_score":0.8169359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03891062033854561,"score_gpt":0.376664840456559,"score_spread":0.3377542201180134,"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."}}