{"id":"W130054982","doi":"","title":"Mortality secondary to esophageal anastomotic leak.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":282,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Esophagectomy; Anastomosis; Surgery; Leak; Complication; Esophagus; Esophageal disease; Esophageal cancer; 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":[0.0002092275,0.0001307631,0.0002209074,0.0001106197,0.00006035562,0.00002301114,0.00008743281,0.00004394035,0.0001639608],"category_scores_gemma":[0.00008172385,0.0001085776,0.00009003155,0.0002549038,0.00004775227,0.0000738802,0.00005169265,0.0001909268,0.0002240504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004382003,"about_ca_system_score_gemma":0.0001903079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003427439,"about_ca_topic_score_gemma":0.0002896894,"domain_scores_codex":[0.9985657,0.00002020637,0.0001602605,0.0002969714,0.0003913101,0.0005655653],"domain_scores_gemma":[0.9987949,0.00001461422,0.00002162688,0.0003393345,0.00005171762,0.0007778573],"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":[0.001162559,0.002095684,0.3481113,0.000530094,0.001081356,0.009728671,0.0006765769,0.0002441208,0.00005714747,0.00247957,0.00446152,0.6293714],"study_design_scores_gemma":[0.002408795,0.0002466976,0.992515,0.00001019021,0.00005112131,0.00004925487,0.00001435855,8.403271e-7,0.003356848,0.0005808879,0.0006873334,0.00007867405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751787,0.00201863,0.0001162505,0.003915823,0.000164103,0.001972994,0.00002929536,0.0001316188,0.01647254],"genre_scores_gemma":[0.9951261,0.00001603631,0.0001994876,0.001382468,0.0002080311,0.001300288,0.00002043483,0.00002010703,0.001727026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6444037,"threshold_uncertainty_score":0.4427664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03767517892494703,"score_gpt":0.3059360743770972,"score_spread":0.2682608954521502,"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."}}