{"id":"W4312393612","doi":"10.1093/bjs/znac269.537","title":"876 Veriset Haemostatic Patch, Indications, Benefits and Complications: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"British journal of surgery","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adverse effect; MEDLINE; Hemostatic Agent; CINAHL; Clinical trial; Surgery; Randomized controlled trial; Meta-analysis; Hemostatics; Hemostasis; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003012303,0.0003193294,0.005691518,0.0003879001,0.0002086577,0.00009337626,0.0002059451,0.0001605414,0.0003762027],"category_scores_gemma":[0.003133389,0.0002681154,0.001274042,0.0007400012,0.00009294118,0.0001129968,0.00008300535,0.0009542459,0.00001744067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620045,"about_ca_system_score_gemma":0.0008184027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000175359,"about_ca_topic_score_gemma":9.656413e-7,"domain_scores_codex":[0.9947098,0.0007805604,0.003204276,0.000281456,0.0007495155,0.0002743696],"domain_scores_gemma":[0.9936733,0.002574211,0.002702221,0.0003790118,0.0002672942,0.0004039358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001651576,0.00008978551,0.00001089085,0.4732575,0.000304581,0.0007230809,0.000005916221,1.241683e-8,4.079487e-9,0.000007019228,0.009409432,0.5161901],"study_design_scores_gemma":[0.00009032893,0.00002030894,0.00002926408,0.5069424,0.002990175,0.04344628,0.00001928001,3.559139e-7,9.46407e-9,0.00000507054,0.4463191,0.0001373762],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000014742,0.9973536,0.000008593817,0.0004118071,0.0001863814,0.001630852,0.0002552583,0.0000177725,0.00012105],"genre_scores_gemma":[0.000006578429,0.9981371,0.00009611763,0.0008683746,0.00009739552,0.0002131161,0.0004261309,0.00006392836,0.00009122225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5160527,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1344060387004839,"score_gpt":0.3462044032940681,"score_spread":0.2117983645935842,"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."}}