{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008473937,0.0001812201,0.0002589789,0.0004022025,0.0001422539,0.0003802202,0.0001799611,0.0002895504,0.001458983],"category_scores_gemma":[0.003866885,0.00009809314,0.0004007282,0.0005264999,0.0002165973,0.0002062629,0.0001711588,0.0004201743,0.0001224135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002367905,"about_ca_system_score_gemma":0.0003260256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042292,"about_ca_topic_score_gemma":0.002339614,"domain_scores_codex":[0.9996091,0.0001552176,0.00005306261,0.00007828993,0.00007174989,0.00003265752],"domain_scores_gemma":[0.9975377,0.0007714087,0.001190548,0.0001215193,0.0001293756,0.0002494195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003652642,0.00004918423,0.9895717,0.00004135902,0.0001156987,0.00004684638,0.00001363466,0.0001604898,0.0008889071,0.00001491834,0.0001458881,0.005298588],"study_design_scores_gemma":[0.0001764469,0.0007527902,0.9966981,0.00002249059,0.0001726356,0.0001823571,0.00002774173,0.0007525053,0.0006200758,0.00006232372,0.0005277789,0.000004780264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963084,0.001709364,0.0002992289,0.000147513,0.00002839713,0.00002605691,0.000761924,0.000009302279,0.0007097142],"genre_scores_gemma":[0.9989921,0.0001741574,0.0002240723,0.0000438717,0.00002134923,0.00001206341,0.0004014149,0.000001749716,0.0001292595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001458983,"threshold_uncertainty_score":0.004880726,"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."}}