{"id":"W2136874123","doi":"10.1111/dote.12294","title":"Esophagectomy in esophageal perforations: an analysis","year":2014,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Esophagectomy; Perforation; Surgery; Esophageal cancer; Esophageal stricture; Retrospective cohort study; Esophagus; Esophageal stent; Demographics; Univariate analysis; Multivariate analysis; General surgery; Internal medicine; Cancer","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":[0.0002618987,0.0001996403,0.0005698342,0.0003726961,0.00009580823,0.00001449005,0.0003293653,0.000100626,0.0002586154],"category_scores_gemma":[0.0003485245,0.0001387948,0.0004281614,0.00114813,0.0002036984,0.0001410759,0.00009179259,0.0001893342,0.00002907326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004578953,"about_ca_system_score_gemma":0.000083757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000939801,"about_ca_topic_score_gemma":0.00006642194,"domain_scores_codex":[0.9983072,0.0002655585,0.0004275242,0.0003756546,0.000334786,0.0002893258],"domain_scores_gemma":[0.9984923,0.0001224028,0.0001549461,0.0009182694,0.0001032861,0.0002087953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001361867,0.0005659934,0.9949238,0.00005347229,0.0001286044,0.0000511473,0.0001405811,0.0008485179,0.00002876658,0.00169029,0.0000486698,0.001383965],"study_design_scores_gemma":[0.001181298,0.0002399803,0.9854387,0.00002201101,0.001088059,0.00001324452,0.0000499304,0.009694363,0.0009703617,0.00119108,0.000005869435,0.0001051181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795679,0.01870702,0.000223421,0.0004779133,0.0002034639,0.0004312423,0.00006644777,0.00006931553,0.0002532776],"genre_scores_gemma":[0.9982691,0.00001139154,0.0003159153,0.0006030382,0.0001716242,0.00003792092,0.00007816244,0.00002065043,0.0004921627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01870123,"threshold_uncertainty_score":0.5659888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007031155034222658,"score_gpt":0.2683917398166872,"score_spread":0.2613605847824645,"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."}}