{"id":"W4417042345","doi":"10.1182/hematology.2025000695","title":"Diagnosis of bleeding disorder of unknown cause: how many tests are enough to diagnose BDUC?","year":2025,"lang":"en","type":"article","venue":"Hematology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Von Willebrand disease; Partial thromboplastin time; Hemostasis; Bleeding diathesis; Von Willebrand factor; Bleeding time; Coagulopathy; Platelet disorder; Blood Platelet Disorders","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":[0.007147569,0.001192539,0.003783906,0.003473954,0.001597813,0.003732084,0.002149971,0.003970976,0.00404872],"category_scores_gemma":[0.03513891,0.0007471207,0.001122675,0.002083912,0.00220451,0.006818037,0.001177718,0.005116609,0.003479333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557584,"about_ca_system_score_gemma":0.002228823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006095386,"about_ca_topic_score_gemma":0.008535327,"domain_scores_codex":[0.9952531,0.001257506,0.0009894285,0.0005034709,0.00164336,0.0003531538],"domain_scores_gemma":[0.9777855,0.009035188,0.002318843,0.0007584664,0.007936016,0.002165846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001391073,0.0004047874,0.204632,0.002716237,0.0006389563,0.008234597,0.0006926915,0.001056584,0.002619496,0.003580546,0.1278853,0.6461478],"study_design_scores_gemma":[0.001003771,0.002051334,0.2855134,0.03540249,0.003506545,0.1543129,0.01134686,0.01252829,0.0058833,0.08959774,0.3979417,0.0009116178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07809259,0.551878,0.03336805,0.2920888,0.008814662,0.0004024642,0.001622656,0.001042371,0.03269028],"genre_scores_gemma":[0.5353864,0.290939,0.07437611,0.0675508,0.02232196,0.0004786739,0.003002707,0.0004284122,0.005515891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007147569,"threshold_uncertainty_score":0.03780037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654298807312548,"score_gpt":0.3017184183423539,"score_spread":0.2851754302692284,"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."}}