{"id":"W106589198","doi":"","title":"Anastomotic leaks after esophagectomy for esophageal cancer: a comparison of thoracic and cervical anastomoses.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Anastomosis; Esophagectomy; Esophageal cancer; Surgery; Leak; Esophagus; Cardiothoracic surgery; Retrospective cohort study; Cancer; Internal medicine","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":[0.0002253305,0.0002129441,0.0005682991,0.000181915,0.00006776849,0.00002446427,0.00009120836,0.00009665995,0.0001127533],"category_scores_gemma":[0.00006724315,0.0001745594,0.0001358453,0.0003159044,0.0001650363,0.0000956802,0.00005903336,0.0001864401,0.000004365095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772256,"about_ca_system_score_gemma":0.0000945628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202891,"about_ca_topic_score_gemma":0.0002612481,"domain_scores_codex":[0.9981878,0.00004714853,0.0003380316,0.0003909325,0.0003858081,0.0006502984],"domain_scores_gemma":[0.9988863,0.000109879,0.00009127918,0.0002734913,0.0001400997,0.0004989496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002619106,0.0003848113,0.5506007,0.0004234329,0.0001669315,0.0001899045,0.0001471252,0.000003945347,0.000005926677,0.00002521676,0.0001764085,0.4452565],"study_design_scores_gemma":[0.002587257,0.0005638289,0.9916428,0.00004931376,0.0002798707,0.00005433823,0.00005160474,0.0003770385,0.003308501,0.0001390038,0.0008195196,0.0001269113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482491,0.04720475,0.0002048967,0.001125793,0.0001001808,0.002545865,0.00006989961,0.00005915167,0.0004403499],"genre_scores_gemma":[0.9925771,0.0003533995,0.0004640672,0.0001874338,0.000203135,0.005310525,0.00002102955,0.00003552569,0.0008477446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4451296,"threshold_uncertainty_score":0.7118324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169168276996005,"score_gpt":0.3625779098224854,"score_spread":0.3208862270525253,"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."}}