{"id":"W2150684612","doi":"10.1016/s0016-5107(04)02225-4","title":"Colonic stent vs. emergency surgery for management of acute left-sided malignant colonic obstruction: a decision analysis","year":2004,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Stent; Colostomy; Surgery; Anastomosis; Stoma (medicine); Malignancy; Elective surgery; Decompression; General surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003227277,0.0003403332,0.000965734,0.0004014158,0.0001049292,0.00001317802,0.0001524552,0.00005339186,0.000515985],"category_scores_gemma":[0.0001536371,0.0002969159,0.0009326051,0.001040531,0.00009678696,0.00008286387,0.0001005508,0.0001321658,0.00002462174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006377175,"about_ca_system_score_gemma":0.0002050212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001907851,"about_ca_topic_score_gemma":0.000129412,"domain_scores_codex":[0.9972575,0.00004456602,0.0009118755,0.0006186839,0.0005813953,0.000585941],"domain_scores_gemma":[0.998195,0.0003470696,0.0003788493,0.0005007699,0.0003020249,0.0002762809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04896272,0.002722989,0.901529,0.001084642,0.01338917,0.003380037,0.000200173,0.003027361,0.01657549,0.00102977,0.001018706,0.007079928],"study_design_scores_gemma":[0.01008934,0.006528782,0.9548744,0.002271943,0.0125952,0.004109013,0.0001333241,0.000431931,0.006544002,0.001763747,0.0002032718,0.0004550806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680079,0.0002070593,0.02942587,0.000380014,0.0003928235,0.001200384,0.00009464834,0.0000890971,0.0002021771],"genre_scores_gemma":[0.8734567,0.000263938,0.1255128,0.00003409504,0.00005615227,0.0002085435,0.000127496,0.00003490186,0.000305452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0960869,"threshold_uncertainty_score":0.9999483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326845513397916,"score_gpt":0.3059863392586674,"score_spread":0.2827178841246882,"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."}}