{"id":"W2604192320","doi":"10.1097/dcr.0000000000000819","title":"Risk Factors Associated With Nonclosure of Defunctioning Stomas After Sphincter-Preserving Low Anterior Resection of Rectal Cancer: A Meta-Analysis","year":2017,"lang":"en","type":"review","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Stoma (medicine); Meta-analysis; General surgery; Surgery; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002302923,0.0003577876,0.003431991,0.0003651041,0.0001719402,0.00002024261,0.0004749962,0.0001995515,0.0002512588],"category_scores_gemma":[0.001097109,0.0002054158,0.004171602,0.0009323536,0.0001895978,0.00007423364,0.0001878494,0.0003138087,6.286845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001926974,"about_ca_system_score_gemma":0.0005331052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00142978,"about_ca_topic_score_gemma":0.001841077,"domain_scores_codex":[0.9976511,0.0004388219,0.0007615268,0.000408221,0.0005447437,0.0001955859],"domain_scores_gemma":[0.9944876,0.0004501152,0.002832924,0.001419673,0.0007104135,0.00009929188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002064644,0.001170459,0.2642142,0.0216241,0.6693675,0.00001915782,0.0005083774,0.0001223176,0.00003891125,0.000004192857,0.0005855031,0.04028057],"study_design_scores_gemma":[0.0003701668,0.0005122392,0.1671157,0.007583446,0.8202491,0.000003673211,0.00004837887,0.00003341138,0.00009985438,0.00001135749,0.0037059,0.0002667896],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1602956,0.8364775,0.00001317111,0.00002940721,0.0001614757,0.0009239963,0.001994268,0.00002586368,0.00007873672],"genre_scores_gemma":[0.6701886,0.328762,0.00001164778,0.000007778012,0.00004983872,0.0004328343,0.0001623962,0.000047812,0.0003371068],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5098931,"threshold_uncertainty_score":0.8376612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169898922625257,"score_gpt":0.3710227688479192,"score_spread":0.2540328765853934,"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."}}