{"id":"W4409309664","doi":"10.1182/bloodadvances.2024015494","title":"Critical bleeding in adults and children with immune thrombocytopenia: a multicenter cohort study","year":2025,"lang":"en","type":"article","venue":"Blood Advances","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Western University; St. Joseph’s Healthcare Hamilton; Stollery Children's Hospital; Hospital for Sick Children; St Joseph's Health Care; University of Toronto; London Health Sciences Centre; McMaster University; Impact","funders":"Canadian Institutes of Health Research; Health Canada; Einstein Stiftung Berlin; Swedish Orphan Biovitrum; Canadian Blood Services; Agios Pharmaceuticals; Australian Government; Sanofi; Pfizer","keywords":"Medicine; Bleed; Tranexamic acid; Pediatrics; Cohort; Immune thrombocytopenia; Platelet transfusion; Young adult; Retrospective cohort study; Thrombopoietin; Internal medicine; Platelet; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001225299,0.0004361319,0.0005330734,0.0008540412,0.0006519852,0.0008027836,0.0005324759,0.000546131,0.001206136],"category_scores_gemma":[0.002684915,0.0004333088,0.000737728,0.001861062,0.0003144242,0.001037872,0.0007318587,0.0008268633,0.0002323711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005826018,"about_ca_system_score_gemma":0.0006679498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009468855,"about_ca_topic_score_gemma":0.01115347,"domain_scores_codex":[0.9989189,0.0002252773,0.0001572329,0.0003320644,0.0002015594,0.0001650354],"domain_scores_gemma":[0.9977962,0.000180229,0.001235411,0.00020614,0.0002305624,0.0003516177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004727998,0.0000187736,0.9995018,0.000003679576,0.00003731233,0.00004741187,0.00004478676,0.000007064068,0.00003651434,0.000008800653,0.00006646069,0.0001801323],"study_design_scores_gemma":[0.0000310169,0.0001439849,0.9984747,0.00001286703,0.00004683908,0.0004975533,0.0004142911,0.0001141223,0.0000249969,0.0000108847,0.0002228349,0.000005890867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989071,0.0001437462,0.00005882966,0.00004282174,0.000006238794,0.00002768396,0.0006221898,0.000001593467,0.0001897743],"genre_scores_gemma":[0.9988838,0.0001298984,0.0001129709,0.00005416948,0.00001329268,0.00003501175,0.0007115077,0.000002229135,0.00005706876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009468855,"threshold_uncertainty_score":0.0188275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004299722879272484,"score_gpt":0.2793382041907786,"score_spread":0.2750384813115062,"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."}}