{"id":"W2000496331","doi":"10.4021/gr263w","title":"Management of Esophageal Perforation in Adults","year":2011,"lang":"en","type":"review","venue":"Gastroenterology Research","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perforation; Esophagus; Surgery; Mediastinum; Mortality rate; Etiology; 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":[0.0002710176,0.0007523391,0.0009607034,0.001887103,0.0002327299,0.0006063013,0.0006659746,0.0007793249,0.001864087],"category_scores_gemma":[0.0007816227,0.0001390036,0.0003734119,0.001319537,0.0003298275,0.0008793792,0.0004714675,0.001092513,0.001078329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002993311,"about_ca_system_score_gemma":0.0004537656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006059195,"about_ca_topic_score_gemma":0.001175364,"domain_scores_codex":[0.9998358,0.00003082589,0.00003369488,0.00002557004,0.00005815533,0.00001587356],"domain_scores_gemma":[0.9997978,0.00007278381,0.00005866877,0.000005667724,0.00004052694,0.00002465039],"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":[0.00004640859,0.0000488308,0.001080425,0.01050319,0.00005842253,0.001688379,0.00007315203,0.000207612,0.0008014214,0.0004168109,0.02787414,0.9572012],"study_design_scores_gemma":[0.00006699361,0.0003531991,0.01745016,0.02627564,0.000395267,0.06871781,0.0004302829,0.0003166343,0.001141726,0.003348593,0.8814514,0.00005225235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003555159,0.9983466,0.0000980266,0.0002340979,0.0001527253,0.000003815242,0.000008022737,0.000007578157,0.0007936185],"genre_scores_gemma":[0.002842206,0.9959757,0.0002252941,0.000262676,0.0003194037,0.000004858093,0.00002745392,0.000001233111,0.0003411318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001887103,"threshold_uncertainty_score":0.006235957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1239585754111033,"score_gpt":0.4283717446511668,"score_spread":0.3044131692400636,"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."}}