{"id":"W2090128624","doi":"10.1055/s-0029-1242464","title":"Surveillance after Curative Resection of Colorectal Cancer","year":2009,"lang":"en","type":"article","venue":"Clinics in Colon and Rectal Surgery","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Colorectal cancer; Carcinoembryonic antigen; General surgery; Colonoscopy; Randomized controlled trial; Review article; Curative treatment; Resection; Disease; Intensive care medicine; Cancer; Surgical resection; Surgery; Internal medicine; Pathology","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":[0.0003088999,0.0001221829,0.0005023648,0.0001094754,0.00004092559,0.00000609041,0.00001844084,0.0001056844,0.0000728751],"category_scores_gemma":[0.0002222046,0.00009513097,0.0001071923,0.0002792113,0.0001146126,0.00004403077,0.00001934077,0.0001620079,0.000001294224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000954447,"about_ca_system_score_gemma":0.0001143578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009679406,"about_ca_topic_score_gemma":0.001114269,"domain_scores_codex":[0.9990405,0.00006184012,0.0003588074,0.0002348702,0.0001293054,0.0001746276],"domain_scores_gemma":[0.999159,0.0005029179,0.0001095522,0.00007327324,0.00009653647,0.00005872867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007116878,0.0002854086,0.9223771,0.00004436036,0.00006823536,0.00007372352,0.0004477754,0.000001543809,0.0004588652,0.00001493497,0.0006805525,0.0684306],"study_design_scores_gemma":[0.0006971147,0.001168275,0.9952242,0.0001703918,0.00001972078,0.00001467098,0.00009151629,0.00006168296,0.0009952266,0.0001429933,0.001310822,0.000103412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909194,0.005224366,9.038666e-7,0.0008749483,0.0005221682,0.000251512,0.00001792907,0.00001742146,0.002171332],"genre_scores_gemma":[0.9922172,0.007154855,0.0000303615,0.0002060639,0.00006850636,0.00005642414,0.000005759735,0.000006922381,0.0002539182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07284705,"threshold_uncertainty_score":0.3879328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928374215192498,"score_gpt":0.3511491814803164,"score_spread":0.3218654393283914,"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."}}