{"id":"W2978677248","doi":"10.1186/s40880-019-0397-1","title":"A novel prognostic prediction tool for postoperative recurrence in patients with stage II/III colon cancer","year":2019,"lang":"en","type":"letter","venue":"Cancer Communications","topic":"Circular RNAs in diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Colorectal cancer; Stage (stratigraphy); Disease; Cancer; Oncology; Medicine; Internal medicine; Adjuvant; Bioinformatics; Adjuvant chemotherapy; Biomarker; Adjuvant therapy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006805732,0.0002546147,0.0002474831,0.00007161155,0.0001981284,0.00003334431,0.0008104664,0.0003508872,0.00002614559],"category_scores_gemma":[0.0001274981,0.0002490909,0.000079721,0.0001445559,0.0001752855,0.00001166626,0.0003450359,0.0005016398,0.00000167636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343282,"about_ca_system_score_gemma":0.0007532941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002325074,"about_ca_topic_score_gemma":0.0008855618,"domain_scores_codex":[0.9987425,0.0000773587,0.0002754922,0.0004668029,0.000170027,0.0002678575],"domain_scores_gemma":[0.9976194,0.0000656445,0.0002322929,0.001594179,0.000460903,0.00002761477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005878207,0.0009205871,0.2327888,0.0004221458,0.0006412104,0.000001016954,0.0004918167,0.0009797427,0.005639692,0.00003819607,0.7544178,0.003071071],"study_design_scores_gemma":[0.002682147,0.0005047565,0.03220434,0.0005864702,0.000172826,6.355875e-7,0.00002099467,0.0001860776,0.0004598704,0.000004818062,0.9626924,0.0004846169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6579542,0.02364936,0.003763522,0.227235,0.002042629,0.02151535,0.06280428,0.0001241415,0.0009115232],"genre_scores_gemma":[0.6648464,0.005336143,0.003699244,0.2144861,0.001588865,0.03193029,0.06934871,0.0003517237,0.008412567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2082746,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352228968308826,"score_gpt":0.2956936177384594,"score_spread":0.2721713280553711,"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."}}