{"id":"W1981079569","doi":"10.1007/s10620-005-2925-x","title":"Postoperative 30-day Mortality Following Surgical Resection for Colorectal Cancer in Veterans: Changes in the Right Direction","year":2005,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Comorbidity; Surgery; Perioperative; Colorectal cancer; Mortality rate; Colorectal surgery; Abdominal surgery; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006220912,0.00009843375,0.0002716731,0.00008581448,0.0001905577,0.00005204605,0.00004790983,0.00003696008,0.00002535053],"category_scores_gemma":[0.0001657875,0.00005547004,0.0001313359,0.0002907349,0.0001855021,0.0001432015,0.000008168856,0.00006781905,5.501054e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005305219,"about_ca_system_score_gemma":0.00005615645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002793249,"about_ca_topic_score_gemma":0.0009082434,"domain_scores_codex":[0.9990112,0.0001649774,0.0001261142,0.0002593572,0.0002426734,0.0001957399],"domain_scores_gemma":[0.9990723,0.0007647644,0.00002525637,0.00004429536,0.00002966033,0.0000637234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001879733,0.00009016041,0.9914286,0.000009179249,0.00001582276,0.00006673505,0.001344717,0.0000492661,0.00007309111,0.0006364424,0.000008256586,0.006089784],"study_design_scores_gemma":[0.0007409455,0.0003317804,0.9929431,0.00006531378,0.00004804549,0.000008161831,0.0008756323,0.0009163638,0.0001209875,0.00002176707,0.00384421,0.00008369656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913591,0.002136064,0.000002873821,0.00433015,0.0001116508,0.0004875369,0.00002278332,0.00001131454,0.001538601],"genre_scores_gemma":[0.9990074,0.0003046781,0.000005997397,0.0002642003,0.0001348594,0.0001891983,0.000006691528,0.00000313345,0.00008384362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007648372,"threshold_uncertainty_score":0.2262003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243700208273747,"score_gpt":0.3432204246789705,"score_spread":0.3188504038515957,"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."}}