{"id":"W81735650","doi":"10.1007/978-90-481-8833-8_13","title":"Treatment of Colorectal Cancer","year":2010,"lang":"en","type":"book-chapter","venue":"Cancer metastasis","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Colorectal cancer; Cancer; Disease; Surgical resection; Oncology; Resection; General surgery; Internal medicine; Surgery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003309263,0.0005966282,0.001587537,0.0001852627,0.00009680344,0.000009682327,0.00008909079,0.0003122461,0.006217421],"category_scores_gemma":[0.000008315555,0.0004301198,0.0006520876,0.00006121402,0.000304493,0.00003062991,0.00004669376,0.0002383713,0.00002816982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008675079,"about_ca_system_score_gemma":0.000659094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134295,"about_ca_topic_score_gemma":0.002379995,"domain_scores_codex":[0.99827,0.000008701391,0.0004508168,0.0005530553,0.000407587,0.0003097862],"domain_scores_gemma":[0.9987154,0.00005364216,0.0003504468,0.0003775722,0.0003154979,0.0001874676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002753907,0.0005464694,0.00430273,0.0004667128,0.01528582,0.0003030205,0.001155419,0.000003391937,0.005495487,0.002860643,0.002816463,0.9640099],"study_design_scores_gemma":[0.002885884,0.00232368,0.002626196,0.000295572,0.006693255,0.00003366938,0.00002889088,0.000002791944,0.03269658,0.0002443958,0.9517274,0.000441718],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06512189,0.2005757,0.000005129732,0.00192518,0.003201797,0.002878556,0.006374621,0.0001623446,0.7197548],"genre_scores_gemma":[0.1035438,0.1769152,0.0009983218,0.0002055289,0.001335409,0.001629744,0.0002286816,0.0002719025,0.7148714],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9635682,"threshold_uncertainty_score":0.999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04417328011153848,"score_gpt":0.3270218896483177,"score_spread":0.2828486095367793,"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."}}