{"id":"W2008848534","doi":"10.1002/jso.20499","title":"Lymph node counts, rates of positive lymph nodes, and patient survival for colon cancer surgery in Ontario, Canada: A population-based study","year":2006,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; McMaster University","funders":"","keywords":"Medicine; Lymph node; Colorectal cancer; Lymph; Population; Cancer; Survival rate; Internal medicine; Surgery; Oncology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000279766,0.0001249735,0.0008068877,0.0001255714,0.00002724127,0.000004285514,0.00003457161,0.00009180733,0.0002009263],"category_scores_gemma":[0.00004195887,0.00009650693,0.0001060148,0.0001380324,0.00003564529,0.00003163348,0.00001355479,0.000117114,2.206603e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003203832,"about_ca_system_score_gemma":0.003502411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8248385,"about_ca_topic_score_gemma":0.816512,"domain_scores_codex":[0.9985702,0.000124228,0.0006662216,0.0001401726,0.0003104412,0.0001887333],"domain_scores_gemma":[0.9978107,0.00136642,0.0003885842,0.00005869427,0.0002743533,0.0001012808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004071529,0.001231767,0.9892497,0.00002041673,0.0001025017,0.001033376,0.00003762376,0.0002338675,0.00001105278,0.000014959,0.000320634,0.003672593],"study_design_scores_gemma":[0.00578956,0.0006121821,0.9854797,0.000102827,0.0001199226,0.00007532009,0.00005561952,0.00006252308,0.00005089426,0.00002208482,0.00754756,0.00008178606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997067,0.0005603263,0.000002662413,0.0007093771,0.0004409132,0.0003211549,0.00003834649,0.000002442999,0.0008578094],"genre_scores_gemma":[0.9995747,0.0000345112,0.00007100586,0.0001157879,0.00006802278,0.00002810154,0.00001975055,0.00001077114,0.00007735109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00832643,"threshold_uncertainty_score":0.8377909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533766695572773,"score_gpt":0.3102884402743421,"score_spread":0.2849507733186144,"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."}}