{"id":"W4367605966","doi":"10.30683/1927-7229.2023.12.05","title":"Survival Outcomes in High-Risk, Resected Colorectal Cancer with and without Maintenance Therapy","year":2023,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Medicine; Adjuvant therapy; Exact test; Cohort; Disease; Internal medicine; Log-rank test; Survival analysis; Colorectal cancer; Systemic therapy; Cancer; Surgery; Stage (stratigraphy); Oncology; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006191664,0.0001795104,0.001124553,0.0003312986,0.00003794035,0.00001186008,0.00009086556,0.0001505957,0.0001461863],"category_scores_gemma":[0.0004126923,0.0001025425,0.0001162091,0.0007597986,0.0002508836,0.00007439114,0.00004132655,0.000615149,0.000008025181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005198045,"about_ca_system_score_gemma":0.0004886218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004886813,"about_ca_topic_score_gemma":0.001631374,"domain_scores_codex":[0.9982712,0.0002097492,0.0005113618,0.0002213067,0.0004126378,0.0003737169],"domain_scores_gemma":[0.9984171,0.0006585305,0.0002837479,0.0001014838,0.0002635159,0.0002756325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01174055,0.0003564235,0.9767663,0.00000975924,0.0005802813,0.001620801,0.0001216151,0.00004200477,0.000153687,0.0001010055,0.0002965628,0.008210984],"study_design_scores_gemma":[0.01292506,0.008325768,0.9752653,0.00008170454,0.0001767241,0.000277206,0.0001233912,0.0005876755,0.0001327951,0.0002072812,0.001790082,0.000107062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921148,0.000168013,0.00001024123,0.006159038,0.0002393597,0.0002270141,0.000008734637,0.00002200837,0.001050795],"genre_scores_gemma":[0.9968164,0.001948953,0.0002550988,0.0002090618,0.0001300051,0.00001599682,0.000001926187,0.00002160539,0.0006009476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008103922,"threshold_uncertainty_score":0.4181561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369003097702111,"score_gpt":0.3697742768339221,"score_spread":0.332873967063711,"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."}}