{"id":"W4403591154","doi":"10.1093/jcag/gwae038","title":"Tranexamic acid to prevent bleeding after endoscopic resection of large colorectal polyps: a pilot project","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Tranexamic acid; Medicine; Polypectomy; Adverse effect; Surgery; Antifibrinolytic; Anesthesia; Colonoscopy; Colorectal cancer; Internal medicine; Cancer; Blood loss","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002145973,0.0007526969,0.0006237577,0.0003895678,0.0005329644,0.0005038682,0.0007710173,0.0007411434,0.003255363],"category_scores_gemma":[0.001990681,0.0003458143,0.0009177868,0.0001970349,0.0007924935,0.000628183,0.0006320408,0.001196741,0.0004807963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005311278,"about_ca_system_score_gemma":0.002428113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520324,"about_ca_topic_score_gemma":0.002067071,"domain_scores_codex":[0.9990911,0.0005261554,0.0000599635,0.0000849781,0.00008510559,0.0001526382],"domain_scores_gemma":[0.9980509,0.0005122361,0.0002716157,0.000156013,0.0001990035,0.0008101646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1867847,0.4567532,0.03938429,0.002694647,0.0006646317,0.003952137,0.002946734,0.001467259,0.1000235,0.0004338372,0.001377866,0.2035173],"study_design_scores_gemma":[0.02381574,0.94656,0.02286845,0.00005090058,0.0001498213,0.0007194699,0.0004428648,0.0003339108,0.003919746,0.00004288336,0.001077792,0.00001837627],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962714,0.0002062238,0.0002938294,0.0001606526,0.00001575479,0.002585134,0.0001044178,0.00001193761,0.00035075],"genre_scores_gemma":[0.9911431,0.001077323,0.0030726,0.0003524862,0.00008535919,0.002979608,0.0003238472,0.000008816068,0.0009569537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003255363,"threshold_uncertainty_score":0.01134914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217369382393079,"score_gpt":0.2697540667053263,"score_spread":0.2575803728813955,"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."}}