{"id":"W2024353833","doi":"10.4021/gr233w","title":"Techniques and Outcomes of Endoscopic Decompression Using Transanal Drainage Tube Placement for Acute Left-sided Colorectal Obstruction","year":2010,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Decompression; Surgery; Colonoscopy; Endoscope; Rectum; Perforation; Drainage; Endoscopy; Sigmoid colon; Colorectal surgery; Colorectal cancer; Internal medicine; Abdominal surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005722257,0.0001182192,0.0003330091,0.0003379066,0.0001367482,0.00001297451,0.00007558572,0.0001390214,0.00003844259],"category_scores_gemma":[0.00009644188,0.0001011793,0.00008042712,0.00008670318,0.0002954618,0.00006595821,0.00006350366,0.0004965829,3.095756e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005839667,"about_ca_system_score_gemma":0.00005182651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001583789,"about_ca_topic_score_gemma":0.0005003758,"domain_scores_codex":[0.9986976,0.0001095722,0.0002528777,0.0002912999,0.0002628938,0.0003857444],"domain_scores_gemma":[0.9993104,0.0001553376,0.00006319537,0.0001618637,0.0001998656,0.0001093398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01279208,0.00007764353,0.3939562,0.00006675545,0.0001596749,0.00001140013,0.0002270241,0.000002316515,0.5878548,0.00001504488,0.00002747143,0.004809636],"study_design_scores_gemma":[0.005890002,0.01529306,0.5094344,0.0001180638,0.0002241478,0.0009659186,0.0002490049,0.003199812,0.4641041,0.0003204753,0.0001007046,0.000100387],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949905,0.00001752488,0.003627796,0.0002418866,0.0002050676,0.0007904363,0.00001703799,0.00004784878,0.00006187037],"genre_scores_gemma":[0.9883205,0.00001053058,0.01139773,0.00002187232,0.00009018747,0.00008172495,0.00001285317,0.00001584757,0.00004871078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237507,"threshold_uncertainty_score":0.4125974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03811675498202946,"score_gpt":0.3912894164834544,"score_spread":0.353172661501425,"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."}}