{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007873815,0.0003385444,0.0002710357,0.0006414347,0.0001911169,0.0004578324,0.0001500386,0.0001967844,0.001288075],"category_scores_gemma":[0.002709506,0.00009529226,0.000417499,0.00052386,0.0002435041,0.000255192,0.0003284249,0.0002981889,0.0002168486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021242,"about_ca_system_score_gemma":0.0002269282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007178882,"about_ca_topic_score_gemma":0.00161928,"domain_scores_codex":[0.999684,0.0001224937,0.00003269228,0.00006238571,0.00005716662,0.00004134174],"domain_scores_gemma":[0.9983973,0.0004995831,0.0006435684,0.0001380886,0.00008854896,0.0002329837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002620438,0.000007398543,0.9952646,0.000006626789,0.00003168793,0.00003420038,0.00001452517,0.0001147727,0.001073251,0.000008675599,0.00003460296,0.003147559],"study_design_scores_gemma":[0.000009186328,0.0001975958,0.9980578,0.000006155646,0.00005709834,0.0003601352,0.00004450464,0.000740284,0.0003167265,0.00005592091,0.000150942,0.000003590008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989777,0.0002645544,0.000375269,0.00002658183,0.000005909752,0.000005997638,0.00006434487,0.000007672443,0.0002718428],"genre_scores_gemma":[0.9995334,0.00003224667,0.0002581775,0.000006332088,0.00001094372,0.000002420969,0.0001200884,0.000002473592,0.00003386555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001288075,"threshold_uncertainty_score":0.004309058,"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."}}