{"id":"W2171917132","doi":"10.1002/jso.21217","title":"Rectal cancer surgery and regional lymph nodes","year":2008,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Hamilton Health Sciences; Sunnybrook Health Science Centre; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Total mesorectal excision; Lymph; Colorectal cancer; Mesorectum; Radiation therapy; Cancer; Radiology; General surgery; Pathology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004572826,0.0005008474,0.005624934,0.0005061517,0.00007617717,0.00001331359,0.0001423501,0.0008245996,0.0005697556],"category_scores_gemma":[0.0001218158,0.0003183297,0.001830642,0.0004468529,0.0004042853,0.00009376339,0.00009556025,0.000978804,0.00002306631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00163622,"about_ca_system_score_gemma":0.004177931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003421568,"about_ca_topic_score_gemma":0.000003336935,"domain_scores_codex":[0.996451,0.0004572384,0.001664503,0.0003821764,0.0006095,0.000435564],"domain_scores_gemma":[0.9939034,0.003490066,0.001479909,0.0001814353,0.0003126287,0.00063256],"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":[0.0009540686,0.0004171417,0.001076147,0.001684279,0.001011297,0.02564641,0.00001867153,1.70998e-7,1.132421e-7,0.00001412908,0.006203375,0.9629742],"study_design_scores_gemma":[0.001589103,0.0004425142,0.0005286649,0.007032002,0.001249739,0.1300102,0.000004626271,5.836495e-7,2.436323e-7,0.00001414501,0.8589102,0.0002179697],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001694612,0.9918886,6.323701e-7,0.001007035,0.001018545,0.0002808683,0.00001857288,0.00001792851,0.004073224],"genre_scores_gemma":[0.00009300398,0.9969984,0.0001579229,0.000153172,0.001831536,0.00004561263,0.00001744655,0.00005916867,0.0006437413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9627562,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1325378110032901,"score_gpt":0.4193618352724297,"score_spread":0.2868240242691396,"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."}}