{"id":"W2529995173","doi":"10.1634/theoncologist.2016-0222","title":"Survival Outcomes in Asymptomatic Patients With Normal Conventional Imaging but Raised Carcinoembryonic Antigen Levels in Colorectal Cancer Following Positron Emission Tomography-Computed Tomography Imaging","year":2016,"lang":"en","type":"article","venue":"The Oncologist","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Cancer Research; Cancer Research UK; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research","keywords":"Medicine; Carcinoembryonic antigen; Interquartile range; Asymptomatic; Colorectal cancer; Positron emission tomography; Confidence interval; Radiology; Occult; Cancer; Internal medicine; Nuclear medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004914019,0.0003818627,0.0007613779,0.0004033204,0.0001563942,0.00003743351,0.0002613803,0.00007886618,0.0001290284],"category_scores_gemma":[0.00008295221,0.0002064407,0.0003214882,0.0008157594,0.0002941165,0.0002454823,0.0001450947,0.0002642992,0.000006293415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009841679,"about_ca_system_score_gemma":0.0002970571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160022,"about_ca_topic_score_gemma":0.0006588057,"domain_scores_codex":[0.9972769,0.0002880965,0.0005616282,0.000527714,0.0006507522,0.0006949096],"domain_scores_gemma":[0.9986778,0.0005637565,0.000222406,0.0002581149,0.0001143846,0.0001635497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001264494,0.0005851651,0.9898285,0.00002682757,0.0001906948,0.0002082196,0.0001383319,0.00001118143,0.003026705,0.000009175105,0.00002164429,0.004689089],"study_design_scores_gemma":[0.01462383,0.0003506167,0.9819978,0.0006008501,0.0001006479,0.00001069695,0.00008387928,0.0002530582,0.001627713,0.00004673694,0.00002070192,0.0002834965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954194,0.0003317112,0.00006075222,0.001300112,0.0005246475,0.00123842,0.00005619789,0.0001084587,0.0009602656],"genre_scores_gemma":[0.9992417,0.00001002166,0.0001762143,0.0001594198,0.00004949867,0.0002074378,0.00003056815,0.00003950602,0.00008561475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01335933,"threshold_uncertainty_score":0.8418407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338134069089638,"score_gpt":0.2832251013202646,"score_spread":0.2698437606293682,"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."}}