{"id":"W1982696109","doi":"10.1016/j.ejso.2009.07.181","title":"Extended lymphadenectomy vs conventional surgery for rectal cancer: a meta-analysis","year":2009,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Colorectal cancer; Lymphadenectomy; Lymph node; Meta-analysis; Cancer; Surgery; Radiology; General surgery; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002044238,0.0001896327,0.0018937,0.0004265168,0.00007177285,0.00001679664,0.0001355821,0.00005809663,0.001779261],"category_scores_gemma":[0.000112477,0.0001273032,0.004119532,0.0004994851,0.00009339445,0.00007881971,0.00002340376,0.000250141,0.00001487294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505733,"about_ca_system_score_gemma":0.0003736464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004006451,"about_ca_topic_score_gemma":0.000004410484,"domain_scores_codex":[0.9975163,0.0006136285,0.0009810231,0.0002312813,0.0003585553,0.0002991974],"domain_scores_gemma":[0.9976678,0.0007691119,0.0006018683,0.0001197991,0.0004814565,0.0003598987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06839203,0.007517937,0.01366524,0.0002052814,0.3348394,0.1033889,0.0005309709,0.0003501754,0.00470891,0.00315032,0.09992187,0.3633289],"study_design_scores_gemma":[0.005867181,0.007146401,0.09506848,0.00002359309,0.1482113,0.006773348,0.00004761313,0.0001507426,0.0003569178,0.0002518285,0.735801,0.0003015444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8615199,0.01590088,0.00150308,0.07929979,0.001028263,0.0005566414,0.00008917512,0.00007396808,0.04002829],"genre_scores_gemma":[0.9952051,0.0005267804,0.0006649747,0.001252518,0.000922154,0.000004516298,0.00001844288,0.0000165246,0.00138899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6358792,"threshold_uncertainty_score":0.9991332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09271656603513162,"score_gpt":0.3499741917126494,"score_spread":0.2572576256775178,"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."}}