{"id":"W2167689405","doi":"10.1158/1078-0432.ccr-07-1380","title":"Node-Negative Colorectal Cancer at High Risk of Distant Metastasis Identified by Combined Analysis of Lymph Node Status, Vascular Invasion, and Raf-1 Kinase Inhibitor Protein Expression","year":2008,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Colorectal cancer; Medicine; Univariate analysis; Oncology; Internal medicine; Stage (stratigraphy); Metastasis; Cancer; Immunohistochemistry; Multivariate analysis; Lymph node; Tissue microarray; Pathology; Cancer research; Biology","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":[0.001527739,0.0002036993,0.0007160625,0.000162927,0.0002280396,0.00001315011,0.0002655531,0.0002654812,0.0001739683],"category_scores_gemma":[0.001247495,0.0001646213,0.0003239661,0.0006194763,0.0009648933,0.00001062069,0.0005543754,0.0002776925,0.000001969412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008758189,"about_ca_system_score_gemma":0.0004332655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005943701,"about_ca_topic_score_gemma":0.00104567,"domain_scores_codex":[0.9961864,0.001090211,0.0008050159,0.0007531798,0.0007211362,0.0004439976],"domain_scores_gemma":[0.9978195,0.0002971056,0.0003677812,0.0005456919,0.0006622358,0.0003076635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002719632,0.0003388179,0.1620159,0.0000998963,0.001174104,0.000008646609,0.0001609691,0.00004419585,0.8303688,0.000008553437,0.002484774,0.0005757155],"study_design_scores_gemma":[0.002703617,0.0004903156,0.08970127,0.00007712787,0.000338731,3.203912e-7,0.0001061074,0.0001029142,0.905297,0.00003727854,0.0009642604,0.0001810788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993984,0.003188492,0.0001033032,0.00004820438,0.0001021659,0.0005896448,0.001946781,0.000006363823,0.00003102681],"genre_scores_gemma":[0.9895938,0.009157224,0.0002544191,0.00002067351,0.00007982292,0.0002955044,0.0003191741,0.00002620379,0.0002531779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07492824,"threshold_uncertainty_score":0.8985137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05654780087189935,"score_gpt":0.3718547099314861,"score_spread":0.3153069090595867,"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."}}