{"id":"W4381795442","doi":"10.3390/curroncol30070447","title":"Endoscopic Stenting for Malignant Dysphagia in Patients with Esophageal Cancer","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Radiation therapy; Perforation; Stent; Gastrostomy; Esophageal stricture; Esophageal cancer; Adverse effect; Esophagus; Surgery; Percutaneous endoscopic gastrostomy; Radiology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004334718,0.0006252972,0.001407645,0.002418176,0.000257065,0.0006986184,0.0005776852,0.0009421841,0.002836877],"category_scores_gemma":[0.001034424,0.0001748607,0.000955496,0.001964045,0.0002817229,0.000833403,0.0004656341,0.0009193671,0.0009451219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003322405,"about_ca_system_score_gemma":0.0007354933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014963,"about_ca_topic_score_gemma":0.002270139,"domain_scores_codex":[0.99981,0.00003729175,0.0000393218,0.00002636972,0.00006959226,0.00001740029],"domain_scores_gemma":[0.9997061,0.0001493419,0.00006133003,0.000007506917,0.00005798172,0.00001760377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000713491,0.00003819599,0.0006512417,0.03177026,0.0002333604,0.0005805525,0.00006761804,0.0001505107,0.000720452,0.0004573705,0.02526515,0.939994],"study_design_scores_gemma":[0.000091888,0.00026426,0.009266537,0.03523088,0.001380181,0.01917616,0.0002101777,0.0002065682,0.0008560942,0.001368313,0.9318998,0.00004909178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001816843,0.9991397,0.00003814042,0.0001147717,0.00009036525,0.000003056923,0.000007707667,0.000004181743,0.0004202711],"genre_scores_gemma":[0.001132665,0.9983034,0.00006616365,0.0001505406,0.0001093706,0.00000383044,0.00002127041,0.000001023301,0.0002116274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002836877,"threshold_uncertainty_score":0.009490311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1908364800549923,"score_gpt":0.4645961883573249,"score_spread":0.2737597083023325,"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."}}