{"id":"W4414049947","doi":"10.1093/dote/doaf061.223","title":"364. IMPROVING PRE-OPERATIVE EMOTIONAL DISTRESS SHORTENS HOSPITALIZATION FOR ESOPHAGECTOMY","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":"McGill University Health Centre; McGill University","funders":"","keywords":"Emotional distress; Esophagectomy; Esophageal cancer; Referral; Distress; Test (biology); Retrospective cohort study; Tertiary referral hospital","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":[0.0004817877,0.0001385101,0.0001848447,0.0002607377,0.0002213231,0.0004610142,0.0001925825,0.0003106141,0.004972726],"category_scores_gemma":[0.003887843,0.00009414679,0.0004445322,0.0003400409,0.0001680352,0.0003307954,0.0003678066,0.0004628653,0.0003259948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002907202,"about_ca_system_score_gemma":0.0003460914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462427,"about_ca_topic_score_gemma":0.002825774,"domain_scores_codex":[0.9996175,0.0001334701,0.00005331881,0.00005557737,0.00005261157,0.00008755329],"domain_scores_gemma":[0.9978397,0.000429391,0.001145361,0.00007640594,0.0001434657,0.0003656457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002796876,0.0001319899,0.9872953,0.00007927225,0.00008848782,0.00008426561,0.00006424403,0.00008409012,0.0002702506,0.00001758211,0.0003114044,0.01129342],"study_design_scores_gemma":[0.000004811451,0.0001521529,0.9993773,0.00001246252,0.00001979443,0.00007210906,0.00007567054,0.00008268496,0.00004453735,0.00001382082,0.0001423006,0.00000244692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977155,0.0008919221,0.00008736611,0.0002908565,0.00002426428,0.000009617245,0.0002558322,0.000006021705,0.0007185598],"genre_scores_gemma":[0.9992965,0.0001911343,0.0000843832,0.00006476774,0.00002289486,0.000005668839,0.0001690413,0.000001050121,0.0001645201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004972726,"threshold_uncertainty_score":0.01663542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007804495781153023,"score_gpt":0.3191923951302389,"score_spread":0.3113878993490859,"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."}}