{"id":"W4407406350","doi":"10.1186/s12884-025-07246-3","title":"A comparison of international clinical practice guidelines for postpartum venous thromboembolism prophylaxis","year":2025,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Blood Coagulation and Thrombosis Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Reproductive medicine; Venous thromboembolism; Intensive care medicine; Clinical Practice; Pregnancy; Internal medicine; Family medicine; Thrombosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01676356,0.0002265132,0.0006299072,0.003723555,0.000470374,0.001383714,0.0008740819,0.001029843,0.001722724],"category_scores_gemma":[0.1196648,0.0002081518,0.0008670837,0.005528093,0.0003930317,0.0008466399,0.001030712,0.000778836,0.0002031132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003138557,"about_ca_system_score_gemma":0.005098892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401781,"about_ca_topic_score_gemma":0.01878968,"domain_scores_codex":[0.9799902,0.007860478,0.005755076,0.001187391,0.004591417,0.0006155123],"domain_scores_gemma":[0.9262455,0.02847865,0.01733659,0.001868405,0.02409915,0.001971653],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00153069,0.0004928326,0.7509675,0.00326877,0.00132856,0.000233146,0.005345802,0.001006274,0.0003482078,0.003358925,0.02504385,0.2070754],"study_design_scores_gemma":[0.000688167,0.00102735,0.9454014,0.004177793,0.001128988,0.0006765511,0.007140769,0.002470232,0.0003369378,0.001242805,0.03563611,0.00007284289],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8915457,0.0323853,0.006811191,0.01320537,0.001144873,0.002847676,0.009591821,0.0001771029,0.0422909],"genre_scores_gemma":[0.9751375,0.007086202,0.008624627,0.002045676,0.0001038455,0.00145505,0.004751312,0.00005101114,0.0007448185],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9832364,"threshold_uncertainty_score":0.08865529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145059310890874,"score_gpt":0.4585812326676016,"score_spread":0.3440753015785142,"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."}}