{"id":"W4313892603","doi":"10.1016/j.jtha.2022.10.019","title":"Challenges in the management of women with type 2B von Willebrand disease during pregnancy and the postpartum period: evidence from literature and data from an international registry and physicians’ survey—communication from the Scientific and Standardization Committees of the International Society on Thrombosis and Haemostasis","year":2023,"lang":"en","type":"article","venue":"Journal of Thrombosis and Haemostasis","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Lawrence College; Queen's University","funders":"Canadian Hemophilia Society","keywords":"Medicine; Von Willebrand disease; Pregnancy; Von Willebrand factor; Desmopressin; Obstetrics; Intensive care medicine; Pediatrics; Immunology; Internal medicine; Platelet","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":[0.0163755,0.0003273408,0.0008991992,0.005973622,0.0003705473,0.002127018,0.0009292154,0.001090834,0.001038266],"category_scores_gemma":[0.09151668,0.0004038217,0.001340566,0.007666226,0.0009024282,0.002293242,0.001079509,0.000801763,0.0001918761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000966003,"about_ca_system_score_gemma":0.003866696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003302862,"about_ca_topic_score_gemma":0.004689497,"domain_scores_codex":[0.9860632,0.005620961,0.004183687,0.00102294,0.002799801,0.000309476],"domain_scores_gemma":[0.8552625,0.08775076,0.04669064,0.001667348,0.00773249,0.0008963167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009263831,0.0001605435,0.525731,0.08246102,0.004957591,0.0009772897,0.00413138,0.0003213353,0.0002031497,0.002022338,0.009062396,0.3690456],"study_design_scores_gemma":[0.0002694532,0.0006672161,0.6358482,0.2526127,0.01296226,0.006900033,0.01289814,0.0006920075,0.000418395,0.002567268,0.07401559,0.0001485901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06685518,0.9183611,0.0003342463,0.01008946,0.000222217,0.00008079411,0.001286643,0.000006759655,0.002763642],"genre_scores_gemma":[0.3591493,0.6345174,0.001490202,0.002822893,0.0005477729,0.0001200528,0.001265183,0.000007658597,0.00007956997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0163755,"threshold_uncertainty_score":0.08660293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106120976881264,"score_gpt":0.3518143998550111,"score_spread":0.2412023021668847,"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."}}