{"id":"W2030394432","doi":"10.1002/cncr.24450","title":"Tumor border configuration added to TNM staging better stratifies stage II colorectal cancer patients into prognostic subgroups","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Internal medicine; Colorectal cancer; Stage (stratigraphy); Oncology; Lymphocytic infiltration; Pathological; Multivariate analysis; Adjuvant therapy; Confidence interval; Adjuvant; TNM staging system; Gastroenterology; Cancer; Neoplasm staging","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007477701,0.0003451419,0.0004670381,0.0001316925,0.0002158642,0.00006036064,0.0001150121,0.00008917189,0.002718127],"category_scores_gemma":[0.0001025314,0.0002952108,0.0001034443,0.000442384,0.00006770249,0.000221999,0.00004756591,0.0002321177,0.00003927116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009709675,"about_ca_system_score_gemma":0.0003449864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006738295,"about_ca_topic_score_gemma":0.0008058022,"domain_scores_codex":[0.9979298,0.00004598065,0.0004027526,0.0005805166,0.0005262556,0.0005146757],"domain_scores_gemma":[0.9988872,0.00005798052,0.0001378182,0.0002190005,0.0003640772,0.0003339348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003773942,0.001322923,0.7530586,0.0002489916,0.0004124769,0.0001897869,0.005419909,0.0001712816,0.02900187,0.0001653354,0.007002315,0.1992325],"study_design_scores_gemma":[0.003559195,0.002676749,0.938543,0.0003726261,0.0001902698,0.000002077414,0.0001609851,0.0001516982,0.04029397,0.00006985104,0.01352167,0.0004579111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914753,0.0005013205,0.00003800417,0.002946521,0.000551209,0.001854237,0.0001260083,0.0001443378,0.002363107],"genre_scores_gemma":[0.993446,0.00004317235,0.0002134264,0.003291807,0.000330853,0.000903627,0.0001247096,0.00003979023,0.001606623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1987746,"threshold_uncertainty_score":0.99995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323634584255659,"score_gpt":0.315367262730902,"score_spread":0.3021309168883455,"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."}}