{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006737428,0.0002011303,0.0003230541,0.001316964,0.0002486906,0.0004088556,0.0001697405,0.0003485091,0.000821717],"category_scores_gemma":[0.004166396,0.000165219,0.0005612813,0.001091709,0.000288544,0.0004730196,0.0003671122,0.0002424038,0.0001234886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736945,"about_ca_system_score_gemma":0.0002622681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000982576,"about_ca_topic_score_gemma":0.001890435,"domain_scores_codex":[0.9994314,0.0001509928,0.0001249681,0.0000609827,0.0001418962,0.00008964681],"domain_scores_gemma":[0.996232,0.00121878,0.001846118,0.00007725244,0.000299931,0.0003259221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004533161,0.00002608386,0.9933167,0.0000746427,0.00008737959,0.0004374746,0.00006527326,0.00003699641,0.000315096,0.000008461228,0.00003787401,0.005140773],"study_design_scores_gemma":[0.00001727428,0.0008173751,0.994213,0.00004049296,0.0001541885,0.003818307,0.0003617318,0.00012524,0.0002020988,0.000014166,0.0002305933,0.000005486474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974986,0.002113855,0.00007749294,0.00001634787,0.000007313722,0.000009949413,0.0000711147,0.00000254561,0.000202695],"genre_scores_gemma":[0.9991584,0.000585949,0.00007274113,0.00001180512,0.00001321102,0.000005589665,0.0001178046,0.000001072647,0.00003350427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001316964,"threshold_uncertainty_score":0.003563106,"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."}}