{"id":"W3204135709","doi":"10.1182/bloodadvances.2021005430","title":"von Willebrand factor levels in the diagnosis of von Willebrand disease: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Blood Advances","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University","funders":"National Hemophilia Foundation","keywords":"Medicine; Von Willebrand disease; Von Willebrand factor; Meta-analysis; Internal medicine; Confidence interval; Gastroenterology; Coagulopathy; Platelet; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003465495,0.0005772042,0.01151792,0.0002505771,0.00005448528,0.00003313154,0.0002108542,0.0001093826,0.0002537139],"category_scores_gemma":[0.0004402512,0.0002724488,0.002477105,0.001162034,0.00007396901,0.0001312676,0.00004688442,0.0002004682,0.000003678618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001803374,"about_ca_system_score_gemma":0.0001098527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009973271,"about_ca_topic_score_gemma":0.00004781037,"domain_scores_codex":[0.9968884,0.0005931838,0.001214282,0.0005729042,0.0004858996,0.0002453505],"domain_scores_gemma":[0.9974317,0.0008342331,0.0007772321,0.0007546485,0.00007498446,0.0001272246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000002952792,0.0004372993,0.0004496802,0.8672045,0.126287,0.0003981723,0.00005096359,2.118406e-7,1.009247e-8,0.00001185436,0.00002541005,0.00513189],"study_design_scores_gemma":[0.0004592651,0.0000547917,0.00006538232,0.09542751,0.8656468,0.0000652754,0.00002630836,1.946583e-7,4.812701e-7,0.00001369175,0.03802256,0.0002176997],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008443362,0.9948563,0.000001916137,0.0002399009,0.00001657389,0.00381914,0.000917202,0.00001039205,0.00005416137],"genre_scores_gemma":[0.0006022579,0.9967862,0.00005102667,0.0002464391,0.00001134363,0.001796662,0.0002459999,0.00003011896,0.0002299701],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.771777,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07997562773607883,"score_gpt":0.3646543332560374,"score_spread":0.2846787055199586,"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."}}