{"id":"W4413420152","doi":"10.1182/bloodadvances.2025016485","title":"Diagnosis of von Willebrand disease","year":2025,"lang":"en","type":"article","venue":"Blood Advances","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Pfizer","keywords":"Von Willebrand disease; Medicine; Von Willebrand factor; Intensive care medicine; Disease; Pediatrics; Immunology; Pathology","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":[0.0009881642,0.0003611923,0.0004613397,0.00127697,0.0005465717,0.001069212,0.0005046363,0.001176086,0.0055213],"category_scores_gemma":[0.004875355,0.0001404926,0.0003054788,0.0005116801,0.0004443664,0.0008030533,0.0005672065,0.001453608,0.001820356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006959746,"about_ca_system_score_gemma":0.0009852274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406361,"about_ca_topic_score_gemma":0.001495792,"domain_scores_codex":[0.9989053,0.0002851133,0.0001379916,0.000113416,0.0004062364,0.0001520001],"domain_scores_gemma":[0.9990631,0.0002385518,0.000130955,0.000033295,0.0003896656,0.0001443752],"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":[0.000754817,0.0004596091,0.2627336,0.00231734,0.0002119789,0.08237476,0.001289848,0.0005801332,0.01337529,0.01879841,0.2028262,0.4142779],"study_design_scores_gemma":[0.0002086246,0.0005690004,0.112324,0.008905999,0.0004266431,0.3578856,0.002131684,0.002569363,0.01120686,0.01744289,0.4862148,0.0001144892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2948734,0.2727923,0.03251541,0.09049959,0.008647665,0.0008969245,0.003350696,0.0005866829,0.2958374],"genre_scores_gemma":[0.9018166,0.04822825,0.01665301,0.01294857,0.003362045,0.0001071023,0.002376538,0.00004518938,0.01446279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0055213,"threshold_uncertainty_score":0.01847059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005399719638762212,"score_gpt":0.2682767507300469,"score_spread":0.2628770310912846,"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."}}