{"id":"W2120067982","doi":"10.1148/rg.231025051","title":"Balloon Dilation and Stent Placement for Esophageal Lesions: Indications, Methods, and Results","year":2003,"lang":"en","type":"article","venue":"Radiographics","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Dysphagia; Balloon dilation; Radiology; Stent; Perforation; Esophageal stent; Surgery; Esophageal stricture; Esophageal dilatation; Balloon","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":[0.002554412,0.001055481,0.0008359863,0.003940704,0.0003818082,0.0007060341,0.0004780755,0.001216645,0.003009067],"category_scores_gemma":[0.002289422,0.0002915468,0.0009777364,0.002194443,0.0007647973,0.001401516,0.0004808729,0.001300245,0.002162261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004448926,"about_ca_system_score_gemma":0.0005354525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002650839,"about_ca_topic_score_gemma":0.0005718054,"domain_scores_codex":[0.9988058,0.0004236085,0.0001679017,0.00008819944,0.0004430852,0.00007152799],"domain_scores_gemma":[0.9987177,0.0004555674,0.000275433,0.0001357951,0.0001874085,0.0002282597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001699521,0.0008260644,0.009102907,0.001265228,0.0001345901,0.001046024,0.0001126075,0.0002152127,0.01437824,0.0007530833,0.002439576,0.9680269],"study_design_scores_gemma":[0.00132032,0.02881297,0.325523,0.002213207,0.001626291,0.1955254,0.0004554458,0.001970582,0.08147769,0.005337334,0.3552244,0.0005133114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08490375,0.8955433,0.007541233,0.001741575,0.0005770232,0.0001378912,0.0001450551,0.0002973081,0.009112818],"genre_scores_gemma":[0.3037145,0.6241736,0.05132753,0.002677593,0.004325649,0.0002931965,0.0009632187,0.0002865391,0.01223816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003940704,"threshold_uncertainty_score":0.01350921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209272368433341,"score_gpt":0.3426160505432278,"score_spread":0.3105233268588944,"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."}}