{"id":"W2947066317","doi":"10.1200/jco.2019.37.15_suppl.e15171","title":"Current treatment strategies and patterns of recurrence in locally advanced colon cancer.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Colorectal cancer; Cohort; Cancer; Surgery; Population; Retrospective cohort study; Proportional hazards model; Stage (stratigraphy); Chemotherapy; Oncology; Internal medicine","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":[0.001320778,0.0001167099,0.0002529484,0.001402936,0.0001974241,0.0007277671,0.0004784986,0.0003322544,0.001283665],"category_scores_gemma":[0.004361535,0.0001177296,0.0004122006,0.002038623,0.000359636,0.0006732097,0.0003493042,0.0003068352,0.0003070795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006724836,"about_ca_system_score_gemma":0.0007883909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003522702,"about_ca_topic_score_gemma":0.007153604,"domain_scores_codex":[0.999138,0.0002469209,0.000198574,0.0001233118,0.000202682,0.000090491],"domain_scores_gemma":[0.9965531,0.0005930039,0.002304723,0.00006550804,0.0003263283,0.0001574381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007293426,0.00001786971,0.9608676,0.0003022946,0.00005681328,0.00035386,0.0001694771,0.0001937666,0.0001931461,0.0001386149,0.0009593635,0.03667424],"study_design_scores_gemma":[0.00001275741,0.0001644992,0.97895,0.0008413083,0.0001327664,0.007177021,0.001600589,0.0005475145,0.0003529465,0.0002483535,0.009956567,0.00001566723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865648,0.1204331,0.001040747,0.005149447,0.0000805143,0.00005120613,0.001678665,0.00005313353,0.005865145],"genre_scores_gemma":[0.9741259,0.0231312,0.0006799718,0.0004199193,0.00008383245,0.00002834391,0.001108767,0.00001219511,0.000409861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003522702,"threshold_uncertainty_score":0.00700438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067362969183365,"score_gpt":0.4791440360358494,"score_spread":0.3724077391175129,"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."}}