{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003703143,0.0004888023,0.002795232,0.0004429813,0.00007104795,0.000008727734,0.0002044955,0.000479516,0.00008209873],"category_scores_gemma":[0.0001630806,0.0003336794,0.0002988124,0.0004640535,0.000116932,0.0000367622,0.0001270448,0.000898658,0.0001105034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005404272,"about_ca_system_score_gemma":0.000913379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001226843,"about_ca_topic_score_gemma":0.0000591618,"domain_scores_codex":[0.9971707,0.0002488806,0.0008920709,0.0007464695,0.0002068427,0.0007350551],"domain_scores_gemma":[0.9984062,0.0004368683,0.00051613,0.0003170654,0.0001581109,0.0001656731],"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":[0.00007460578,0.0005504946,0.03191935,0.03205143,0.0001777459,0.0002116846,0.00005785731,2.969898e-7,4.096797e-8,0.00008124187,0.0006835064,0.9341918],"study_design_scores_gemma":[0.005709548,0.001872836,0.01305737,0.02018386,0.001953304,0.00002214991,0.00001147939,0.000007315477,4.771599e-7,0.00003213337,0.9568712,0.0002783187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001465178,0.9915072,0.00002121754,0.0000454836,0.002800886,0.003730975,0.0002431357,0.00008057295,0.0001053774],"genre_scores_gemma":[0.0001178642,0.9948352,0.000216242,0.00006610221,0.0005916944,0.002363332,0.0009399892,0.0001196498,0.0007499204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9561877,"threshold_uncertainty_score":0.9999115,"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."}}