{"id":"W4409587824","doi":"10.1007/s12029-025-01228-6","title":"Effects of Palliative Esophageal External Beam Radiation Therapy in Patients with Stent for Esophageal Cancer: A Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Cancer","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia, Okanagan Campus; Kelowna General Hospital; Centre Hospitalier Universitaire de Sherbrooke; University of Toronto","funders":"","keywords":"Medicine; Esophageal cancer; Radiation therapy; Retrospective cohort study; External beam radiotherapy; Radiology; Cohort; Stent; Esophagus; External beam radiation; Palliative care; Esophageal stent; Cancer; Oncology; General surgery; Internal medicine; Brachytherapy","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":[0.0003622064,0.000272841,0.0004804552,0.0006371764,0.000545884,0.0007700983,0.0003806645,0.0005462179,0.001648828],"category_scores_gemma":[0.001444896,0.0004106103,0.001208934,0.0009644075,0.0003453049,0.0006214393,0.0005088719,0.0006322526,0.0002953911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000409121,"about_ca_system_score_gemma":0.0003835093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658473,"about_ca_topic_score_gemma":0.003227072,"domain_scores_codex":[0.9994938,0.00009799187,0.00007204234,0.0001694101,0.00006375662,0.0001029177],"domain_scores_gemma":[0.9989555,0.0001710786,0.0004567816,0.0001565392,0.00008535689,0.0001746636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002769577,0.00004179669,0.9982123,0.00001108505,0.0001616645,0.000273217,0.00006400839,0.00003185379,0.000263172,0.0000145847,0.0000496607,0.0005996308],"study_design_scores_gemma":[0.00001345028,0.0002599441,0.9977233,0.000006396486,0.000142603,0.001156413,0.0002860339,0.00007618459,0.00006729623,0.00002004508,0.0002403076,0.000008022952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999,0.0004143119,0.00006993231,0.00002326427,0.000007011331,0.00000658849,0.0002301833,0.000002161998,0.0002465461],"genre_scores_gemma":[0.9993269,0.0001553122,0.00003502665,0.00002824686,0.0000106776,0.000005403592,0.0003196175,0.000003333297,0.0001154478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002658473,"threshold_uncertainty_score":0.005515814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007762209604583542,"score_gpt":0.2917777454629681,"score_spread":0.2840155358583846,"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."}}