{"id":"W2121770508","doi":"10.1002/cncr.27628","title":"Generation and external validation of a tumor‐derived 5‐gene prognostic signature for recurrence of lymph node‐negative, invasive colorectal carcinoma","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Medicine; Hazard ratio; Colorectal cancer; Oncology; Internal medicine; Stage (stratigraphy); Lymph node; Proportional hazards model; Confidence interval; Cancer; Disease; Adenocarcinoma","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":[0.001788788,0.000313583,0.0002958869,0.000668674,0.0001503209,0.0004960142,0.0003111938,0.0002920634,0.0003836535],"category_scores_gemma":[0.003166613,0.00008705731,0.0002683738,0.0003135017,0.0002669722,0.0001176873,0.0003161818,0.0002015569,0.0002314038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002510104,"about_ca_system_score_gemma":0.0003925259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007550782,"about_ca_topic_score_gemma":0.001032231,"domain_scores_codex":[0.999429,0.0001715899,0.00005108698,0.0001401189,0.0001434259,0.00006460427],"domain_scores_gemma":[0.9985984,0.0005788194,0.0002440117,0.0002053035,0.0002854302,0.00008796929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001304384,0.0003068068,0.8738121,0.00006949926,0.0001779767,0.000325667,0.0001753158,0.004165217,0.07803284,0.00008406678,0.0005141723,0.04103196],"study_design_scores_gemma":[0.0001495206,0.00238193,0.8324631,0.00004745841,0.0004390813,0.002913232,0.0002569819,0.05193329,0.1068663,0.0002893434,0.00222605,0.00003359678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975356,0.00006038356,0.001820055,0.00001924123,0.000004647736,0.00002816282,0.0002565321,0.00002216406,0.0002531257],"genre_scores_gemma":[0.9952574,0.00002706364,0.002587775,0.00002203391,0.000004299419,0.00001963875,0.001951509,0.000006859904,0.0001234083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001788788,"threshold_uncertainty_score":0.009460151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619904134161549,"score_gpt":0.3072097795466778,"score_spread":0.2610107382050623,"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."}}