{"id":"W4416998993","doi":"10.1001/jamaoncol.2025.5144","title":"Predictive Role of Circulating Tumor DNA in Stage III Colon Cancer Treated With Celecoxib","year":2025,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Circulating tumor DNA; Colorectal cancer; Celecoxib; Circulating tumor cell; Stage (stratigraphy); Cancer","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":[0.0001043484,0.0001143132,0.0002518646,0.00007590467,0.00003003322,0.000007544356,0.0001139867,0.0001629198,0.00002455544],"category_scores_gemma":[0.00007790213,0.0001094619,0.00003802342,0.0001712416,0.00008676549,0.000002637748,0.00008274784,0.0001075958,5.256475e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161426,"about_ca_system_score_gemma":0.000659563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410317,"about_ca_topic_score_gemma":0.005037552,"domain_scores_codex":[0.9991819,0.00005017905,0.0002333605,0.0002723284,0.000052513,0.000209753],"domain_scores_gemma":[0.9994757,0.0000622794,0.0001392906,0.0001787721,0.0001062947,0.00003767949],"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":[0.001686498,0.000283593,0.1334836,0.00004816739,0.0001525928,0.00003967492,0.0002505054,0.003947703,0.8466849,0.0005748376,0.0008796984,0.01196822],"study_design_scores_gemma":[0.00817282,0.002928856,0.1132103,0.0001305958,0.0001093417,0.00001254076,0.001199939,0.002451468,0.7805722,0.0001979245,0.09067208,0.000341935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878533,0.0008878405,0.0001111165,0.0001769731,0.00007389724,0.000287353,0.0000971298,0.000006116939,0.01050624],"genre_scores_gemma":[0.9985653,0.0001904869,0.0001600835,0.0004539423,0.00007622147,0.0001203142,0.00005484062,0.00001239724,0.0003664134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08979238,"threshold_uncertainty_score":0.4463728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005151098990225925,"score_gpt":0.2606970386459587,"score_spread":0.2555459396557327,"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."}}