{"id":"W2945357300","doi":"10.1097/01.aoa.0000557650.85623.58","title":"Postpartum Venous Thromboembolism Prophylaxis May Cause More Harm than Benefit: A Critical Analysis of International Guidelines Through an Evidence-based Lens","year":2019,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; Government of Northwest Territories; University of British Columbia","funders":"","keywords":"Medicine; Venous thromboembolism; Low molecular weight heparin; Thrombophilia; Harm; Obstetrics; Postpartum period; Pregnancy; Intensive care medicine; Heparin; Thrombosis; 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":[0.1078458,0.001925442,0.005102729,0.02046193,0.002351928,0.01110774,0.003673249,0.005874028,0.003978053],"category_scores_gemma":[0.3468563,0.001734483,0.005242742,0.01553586,0.005045814,0.01099973,0.004029911,0.01008667,0.0006039569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01768985,"about_ca_system_score_gemma":0.02551747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008917041,"about_ca_topic_score_gemma":0.02041047,"domain_scores_codex":[0.8989301,0.04692242,0.0308777,0.002393878,0.01955197,0.001323925],"domain_scores_gemma":[0.5511097,0.3328749,0.03891398,0.005444154,0.06818427,0.003473028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006641998,0.00015489,0.007940191,0.214805,0.008708477,0.0005299519,0.004000413,0.0008303701,0.0003376614,0.03643341,0.1073783,0.6182171],"study_design_scores_gemma":[0.0003500833,0.000394632,0.008124202,0.7298114,0.01297039,0.0008204146,0.003667313,0.001040195,0.0003026617,0.02777987,0.214525,0.0002137909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001216265,0.9140902,0.0008826887,0.07748462,0.002951612,0.0003095189,0.0001441498,0.00001978343,0.002901125],"genre_scores_gemma":[0.06586136,0.8556383,0.01297968,0.05790409,0.006005708,0.0008489775,0.0002828216,0.00008709661,0.0003919331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1078458,"threshold_uncertainty_score":0.5703497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0706054241072533,"score_gpt":0.3513172854377169,"score_spread":0.2807118613304636,"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."}}