{"id":"W2344637926","doi":"10.3390/polym8050158","title":"Polymeric Biodegradable Stent Insertion in the Esophagus","year":2016,"lang":"en","type":"review","venue":"Polymers","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Stent; Restenosis; Medicine; Dysphagia; Esophageal stent; Surgery; Esophagus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002712861,0.0003645456,0.001205874,0.0003406832,0.0000554234,0.00001255994,0.0002632175,0.0002420077,0.0003387203],"category_scores_gemma":[0.00004422357,0.0001708603,0.0004339037,0.0005422619,0.0001232616,0.00004264707,0.00004565813,0.0003863297,0.0006169665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103246,"about_ca_system_score_gemma":0.00023461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001698929,"about_ca_topic_score_gemma":0.000007803457,"domain_scores_codex":[0.9981019,0.0002841026,0.0005122453,0.0003962194,0.0002604946,0.0004449773],"domain_scores_gemma":[0.99896,0.0001838137,0.0002070697,0.0005350859,0.0000133302,0.0001006986],"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":[0.00001389112,0.00008556685,0.0001551696,0.001844852,0.00004898828,0.0003322937,0.00005978251,2.804366e-9,0.000002090891,0.0001073136,0.0003382882,0.9970118],"study_design_scores_gemma":[0.0008347594,0.0003103806,0.0007668025,0.00836399,0.0008015822,0.001323167,0.00005993204,7.348776e-7,0.0000289089,0.00003071596,0.9871222,0.0003568477],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001467969,0.9957439,0.000006643086,0.0006433467,0.0003888837,0.0006610975,0.00002760319,0.00004033004,0.002473471],"genre_scores_gemma":[0.0004606528,0.9939293,0.00001685983,0.0008431462,0.0002929645,0.0001586419,0.00006837395,0.00004319143,0.004186857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9966549,"threshold_uncertainty_score":0.7930062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05260313035911457,"score_gpt":0.341075368956609,"score_spread":0.2884722385974944,"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."}}