{"id":"W4414050013","doi":"10.1093/dote/doaf061.052","title":"374. ENDOSCOPIC SUBMUCOSAL DISSECTION AND ADJUVANT THERAPY FOR HIGHER STAGE ESOPHAGEAL CANCER: READY FOR PRIME TIME?","year":2025,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Kelowna General Hospital; Research Institute in Oncology and Hematology; University of Manitoba","funders":"","keywords":"Esophagectomy; Esophageal cancer; Stage (stratigraphy); Radiation therapy; Neoadjuvant therapy; Population; Occult; Cohort; Adjuvant therapy; Dissection (medical)","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":[0.0004808648,0.00007672309,0.0002084432,0.0002787476,0.000170412,0.0003734863,0.000214285,0.0001763003,0.003056703],"category_scores_gemma":[0.0009557073,0.00005230751,0.0002545687,0.0005623445,0.0001840678,0.0002375084,0.000213794,0.0001848683,0.0002974887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002417663,"about_ca_system_score_gemma":0.0004557721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006700203,"about_ca_topic_score_gemma":0.001431023,"domain_scores_codex":[0.9997649,0.00005510925,0.00003563924,0.00003617339,0.00006036714,0.00004780464],"domain_scores_gemma":[0.9992071,0.0001400284,0.0003997045,0.00003204644,0.00005685182,0.0001643395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000394338,0.00006795201,0.9895716,0.00003553296,0.00001881963,0.0002414928,0.0000184367,0.00006967306,0.0003692717,0.00005233148,0.0002686409,0.008891987],"study_design_scores_gemma":[0.00003491038,0.0007959688,0.9947065,0.00004766694,0.00004339375,0.00190597,0.0001426523,0.0003440662,0.0003891741,0.0001483765,0.00143687,0.000004616433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9972565,0.001010613,0.0001965167,0.0001824383,0.00002150765,0.00001580488,0.000342016,0.000002825916,0.0009718198],"genre_scores_gemma":[0.998283,0.0005517754,0.0001963919,0.00008600453,0.00007613586,0.00001542726,0.0003986556,0.000001387183,0.0003911109],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003056703,"threshold_uncertainty_score":0.01022571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114269853643597,"score_gpt":0.3521479937153615,"score_spread":0.3310052951789256,"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."}}