{"id":"W2101945255","doi":"10.1002/jso.10309","title":"Impact of lymph node retrieval and pathological ultra‐staging on the prognosis of stage II colon cancer","year":2003,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Medicine; Lymph; Stage (stratigraphy); Lymphovascular invasion; Colorectal cancer; Lymph node; Pathological; Internal medicine; Cancer; Oncology; Micrometastasis; Retrospective cohort study; Cancer staging; Survival analysis; Gastroenterology; Surgery; Metastasis; Pathology","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":[0.001043192,0.0001906681,0.001041588,0.000127604,0.00006611395,0.000005226952,0.0001064794,0.0002178559,0.0008562779],"category_scores_gemma":[0.0004343963,0.00009617118,0.0004117259,0.000345402,0.0003912753,0.0000506244,0.00003659613,0.0004343942,9.399233e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005757753,"about_ca_system_score_gemma":0.0005922289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000363177,"about_ca_topic_score_gemma":0.000001819302,"domain_scores_codex":[0.9978439,0.0004227781,0.0007844936,0.0001873524,0.0004697808,0.0002917171],"domain_scores_gemma":[0.9971415,0.001395628,0.0007519628,0.0001395073,0.0003356868,0.0002357036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02974478,0.004122176,0.9287774,0.0001183874,0.0009612802,0.003721036,0.0005482003,0.0001336695,0.01874719,0.000911404,0.0002755527,0.01193891],"study_design_scores_gemma":[0.01850095,0.04088776,0.8849791,0.0006084047,0.0007214143,0.003328498,0.0003084063,0.00004729288,0.0265341,0.0002559588,0.02354762,0.0002804991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989687,0.001041958,0.000002873355,0.001709679,0.0001608346,0.0002820181,0.00002838001,0.000005993265,0.007081226],"genre_scores_gemma":[0.9967706,0.002733804,0.0001493568,0.000118844,0.00007833292,0.000007673465,8.697492e-7,0.00001326558,0.0001272712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04379832,"threshold_uncertainty_score":0.9375643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709010806520541,"score_gpt":0.3728478704265358,"score_spread":0.3257577623613304,"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."}}