{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006477569,0.0002206869,0.0004423985,0.0004667134,0.0004025568,0.0002883696,0.0001819793,0.0003133304,0.001192108],"category_scores_gemma":[0.0009160405,0.000159535,0.0003933492,0.0003728568,0.0002250845,0.0003704427,0.0004231715,0.0004591183,0.0003047382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615825,"about_ca_system_score_gemma":0.0002195988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004807665,"about_ca_topic_score_gemma":0.0005966816,"domain_scores_codex":[0.9997796,0.00004566328,0.00002881348,0.0000476825,0.00004338847,0.0000547859],"domain_scores_gemma":[0.9988396,0.0001523266,0.000428258,0.0001179255,0.0001830822,0.0002788249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001638496,0.0001829852,0.9870247,0.00002762088,0.00006255239,0.0005250205,0.0001853179,0.00003877859,0.006166495,0.00001025306,0.00004847505,0.004089365],"study_design_scores_gemma":[0.00001344249,0.002621422,0.9937596,0.000006244511,0.00007283268,0.001247601,0.000226045,0.0000940032,0.001601315,0.00001092291,0.0003403102,0.000006329886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993748,0.0002933826,0.0001338757,0.000006952333,0.000002774077,0.00001190679,0.00007445962,0.00000267964,0.0000992962],"genre_scores_gemma":[0.9993041,0.000106524,0.0001347673,0.00001018842,0.000007778249,0.00001667881,0.0002454226,0.000001274566,0.00017342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001192108,"threshold_uncertainty_score":0.003988028,"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."}}