{"id":"W4405049039","doi":"10.1182/blood-2024-206567","title":"Disparities in Real-World Treatment Patterns Among Patients with Von Willebrand Disease in a Large US Population-Based Dataset","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Disease; Von Willebrand disease; Population; Medicine; Von Willebrand factor; Internal medicine; Environmental health; Platelet","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":[0.001999296,0.0001993855,0.0005155956,0.001834302,0.000447045,0.000901424,0.000589633,0.000475931,0.001353056],"category_scores_gemma":[0.009796209,0.0002293072,0.0006320851,0.004694873,0.0002459747,0.0006473165,0.0008788158,0.0006400543,0.0002503314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000843772,"about_ca_system_score_gemma":0.001032126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02015649,"about_ca_topic_score_gemma":0.02107346,"domain_scores_codex":[0.9968002,0.0007356278,0.0007316071,0.0008846939,0.0005652639,0.0002825734],"domain_scores_gemma":[0.9941631,0.001219163,0.003191415,0.0005512151,0.0005449291,0.0003302128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008424067,0.0000348511,0.9950147,0.00004099041,0.0001506135,0.00004293751,0.00007419,0.0001760255,0.00007238422,0.0001582168,0.002424235,0.001726599],"study_design_scores_gemma":[0.000026979,0.00003489246,0.9950749,0.00005224672,0.00007052282,0.0002428126,0.0002301291,0.001167646,0.00007160402,0.0002198782,0.002794984,0.00001332232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927889,0.0009899241,0.0006072383,0.001122921,0.00003559654,0.00005712067,0.06756043,0.00003117104,0.00170665],"genre_scores_gemma":[0.9505895,0.0003436592,0.0007733199,0.0004047352,0.00004382469,0.0001005763,0.04759987,0.000009301424,0.0001351758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02015649,"threshold_uncertainty_score":0.04007834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008084940522958684,"score_gpt":0.2513212598081216,"score_spread":0.2432363192851629,"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."}}