{"id":"W4389513594","doi":"10.1016/j.ajog.2023.11.1255","title":"Risk of thrombosis and bleeding in gynecologic noncancer surgery: systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"American Journal of Obstetrics and Gynecology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; University of Toronto; McMaster University; Impact","funders":"European Society of Anaesthesiology; Tays; Suomen Lääketieteen Säätiö; Sigrid Juséliuksen Säätiö; Academy of Finland; Turun Yliopistollinen Keskussairaala; Pirkanmaan Sairaanhoitopiiri; Helsingin ja Uudenmaan Sairaanhoitopiiri; Abbott Laboratories","keywords":"Medicine; Meta-analysis; Systematic review; Thrombosis; Major bleeding; Intensive care medicine; Severe bleeding; Gynecological surgery; MEDLINE; General surgery; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02413604,0.003355513,0.02190244,0.01100762,0.0006231361,0.004229334,0.002600249,0.002533724,0.003349207],"category_scores_gemma":[0.05998872,0.002026898,0.04681107,0.01052307,0.0007991936,0.002197043,0.001848369,0.002160202,0.0003021968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002984368,"about_ca_system_score_gemma":0.004353798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00671719,"about_ca_topic_score_gemma":0.01420932,"domain_scores_codex":[0.9779851,0.0113392,0.00591175,0.001891675,0.002423356,0.0004488608],"domain_scores_gemma":[0.9558214,0.03315655,0.007078665,0.001101293,0.002490647,0.0003513811],"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":[0.0007685256,0.00001582595,0.003565352,0.338696,0.6494652,0.0001001937,0.00005749268,0.0004194211,0.00008851352,0.0000973347,0.0003412128,0.006384943],"study_design_scores_gemma":[0.0003165857,0.0001233957,0.002844329,0.03563965,0.9594274,0.0001106741,0.00003424605,0.0001700638,0.00006530755,0.00015549,0.001091102,0.000021845],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002626995,0.9955953,0.00056843,0.0001821669,0.0001241814,0.0002766531,0.0004121968,0.00002100272,0.0001930705],"genre_scores_gemma":[0.1462328,0.8463603,0.003446503,0.000876167,0.0004133085,0.001564743,0.0007678551,0.00003537827,0.0003028687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02413604,"threshold_uncertainty_score":0.1276451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084327945961461,"score_gpt":0.3704756935468717,"score_spread":0.2620428989507255,"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."}}