{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004961979,0.0001679633,0.0003166201,0.001311644,0.0002493906,0.0004714212,0.0002337976,0.0002608347,0.001319543],"category_scores_gemma":[0.002955749,0.0001250667,0.0007918223,0.001564282,0.0001953237,0.0003741869,0.000410442,0.0004557343,0.0001844531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886181,"about_ca_system_score_gemma":0.0003619655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007937605,"about_ca_topic_score_gemma":0.001086583,"domain_scores_codex":[0.9994254,0.00011419,0.00009352092,0.00009110003,0.0001791467,0.00009660432],"domain_scores_gemma":[0.9975435,0.0007121313,0.001130363,0.0001160559,0.0002236336,0.0002742223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009092258,0.00001067806,0.9951394,0.00003079022,0.00007024766,0.0006710844,0.0000284354,0.00003366678,0.0001095723,0.00001972975,0.00009527805,0.003700281],"study_design_scores_gemma":[0.00000422805,0.00006758516,0.994395,0.00002445425,0.00008384424,0.004613989,0.0001404431,0.0001375741,0.00007413036,0.0000305371,0.000423935,0.000004258693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952668,0.003487681,0.0001904066,0.00007266972,0.00001490576,0.000006993828,0.0002330159,0.000006019078,0.0007214998],"genre_scores_gemma":[0.9985758,0.0009134813,0.0001147454,0.00002322955,0.00003869814,0.000004404279,0.0002492722,0.00000286765,0.00007752699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319543,"threshold_uncertainty_score":0.00441438,"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."}}