{"id":"W2132720495","doi":"10.1503/cjs.019313","title":"Emergency surgery for colorectal cancer does not result in nodal understaging compared with elective surgery","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Odds ratio; Colorectal cancer; Confidence interval; Elective surgery; Cohort; Surgery; Lymph node; Stage (stratigraphy); Emergency surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001580665,0.0003299195,0.001442331,0.001381663,0.000158382,0.00003800969,0.0001008226,0.0001359706,0.0003001359],"category_scores_gemma":[0.001342485,0.0002444076,0.0005635957,0.0008503295,0.0001605187,0.0002471001,0.000008914836,0.0003813351,0.000002447874],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503839,"about_ca_system_score_gemma":0.005834561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01263706,"about_ca_topic_score_gemma":0.1313416,"domain_scores_codex":[0.99704,0.0001885426,0.001101626,0.0003579006,0.0004153635,0.0008965053],"domain_scores_gemma":[0.9940819,0.003452946,0.0005925046,0.0001819532,0.0006172323,0.001073508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003501538,0.00007521153,0.9809083,0.0001307961,0.0003362226,0.0007642703,0.0002794545,0.00006345634,0.0001721305,0.00001598801,0.009397763,0.004354922],"study_design_scores_gemma":[0.001624037,0.0002066864,0.9850171,0.001272466,0.0002172695,0.0003595335,0.00040128,0.0001895602,0.003425249,0.0001849999,0.0065832,0.0005186845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937394,0.0006496634,0.000106583,0.002647304,0.002024102,0.0003499523,0.00009009707,0.00001665129,0.0003762417],"genre_scores_gemma":[0.9985227,0.0002225306,0.00007519496,0.0003237285,0.0005480951,0.00006442636,0.00002909311,0.00006481566,0.0001494278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187045,"threshold_uncertainty_score":0.9998015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05629798529421078,"score_gpt":0.2877768328156424,"score_spread":0.2314788475214316,"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."}}