{"id":"W4407285004","doi":"10.1093/jcag/gwae059.043","title":"A43 TOPICAL HEMOSTATIC AGENTS: A POTENTIAL BREAKTHROUGH IN MALIGNANCY-RELATED GI BLEEDING? A SYSTEMATIC REVIEW AND META-ANALYSIS OF RANDOMIZED CONTROLLED TRIALS","year":2025,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Western University; McMaster University","funders":"","keywords":"Medicine; Meta-analysis; Hemostatic Agent; Randomized controlled trial; Hemostasis; 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":["metaresearch","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.02177841,0.000361589,0.04957861,0.001375413,0.00003972503,0.00002012664,0.0002814851,0.0004462062,0.000256637],"category_scores_gemma":[0.02409594,0.000168947,0.01452132,0.0008317753,0.000103533,0.00003835692,0.0000392266,0.0006238604,3.895554e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007473384,"about_ca_system_score_gemma":0.0009395459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000884903,"about_ca_topic_score_gemma":0.005726183,"domain_scores_codex":[0.9786847,0.01155308,0.008616365,0.0002005928,0.0006114079,0.0003338733],"domain_scores_gemma":[0.9808488,0.003796252,0.01408629,0.0002851065,0.0007550302,0.0002285222],"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":[0.003270232,0.000131132,0.0002185374,0.2403782,0.7546275,0.00007913707,0.00006887508,0.00001142332,1.985951e-7,0.00009770082,0.0009713442,0.0001457719],"study_design_scores_gemma":[0.0434021,0.0001457812,0.00002104174,0.04547757,0.9099912,0.0001082369,0.00001255626,0.00003332087,4.589051e-8,0.00002831909,0.0007164832,0.00006334997],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007903621,0.982437,0.0000179886,0.0120968,0.0002124864,0.004927108,0.0001464412,0.000001758378,0.00008137371],"genre_scores_gemma":[0.002053922,0.9945199,0.00004878316,0.001855437,0.00002131954,0.0001085433,0.00002097444,0.0000148035,0.0013563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1949006,"threshold_uncertainty_score":0.995348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04176691953401853,"score_gpt":0.3414551547091801,"score_spread":0.2996882351751616,"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."}}