{"id":"W2081419149","doi":"10.1007/s11605-007-0435-1","title":"Comparison of Stapled versus Handsewn Loop Ileostomy Closure: A Meta-analysis","year":2007,"lang":"en","type":"review","venue":"Journal of Gastrointestinal Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Ileostomy; Anastomosis; Surgery; Confidence interval; Meta-analysis; Bowel obstruction; Cochrane Library; Relative risk; Complication; Randomized controlled trial; 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","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.002455979,0.0008499173,0.01696078,0.002365124,0.0000565354,0.00003575484,0.0003116845,0.0002228451,0.001347477],"category_scores_gemma":[0.001823933,0.0005565548,0.01936235,0.002859777,0.0002050346,0.0001149889,0.00009814629,0.001364044,0.00002312849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006076325,"about_ca_system_score_gemma":0.001492223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003534795,"about_ca_topic_score_gemma":0.00002302719,"domain_scores_codex":[0.9924111,0.0004715628,0.004469538,0.0004608149,0.001545776,0.0006411643],"domain_scores_gemma":[0.9848535,0.006577829,0.006083662,0.0005920573,0.001234891,0.0006580465],"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":[0.01288536,0.0031937,0.05596791,0.01267786,0.5832644,0.007101292,0.00003872896,0.0000290816,0.000003629492,0.000008054068,0.003842977,0.3209871],"study_design_scores_gemma":[0.001460579,0.002729087,0.001100146,0.005461926,0.7756038,0.00523082,0.00003125324,0.000007230838,0.000009125769,0.00000262484,0.2079961,0.0003673745],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001572741,0.9965197,0.0003794805,0.00005090575,0.0004159337,0.0004534776,0.00007494018,0.00002240524,0.0005104613],"genre_scores_gemma":[0.00695526,0.9854991,0.0060885,0.00003017365,0.000634511,0.00003059103,0.0001430439,0.0001397882,0.0004789835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3206197,"threshold_uncertainty_score":0.9996886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4379937616386304,"score_gpt":0.4883953345182963,"score_spread":0.0504015728796659,"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."}}