{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057813,0.0001256614,0.0003812385,0.00007637768,0.00005632728,0.00001801878,0.000039455,0.00002772616,0.00001074123],"category_scores_gemma":[0.00005025697,0.00008793074,0.00001786301,0.0001434742,0.00006549306,0.0001579312,0.00003653615,0.0001045869,0.000002209921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001207531,"about_ca_system_score_gemma":0.00001999791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453027,"about_ca_topic_score_gemma":0.0003031252,"domain_scores_codex":[0.9992489,0.00001536735,0.0001590539,0.0002797914,0.0001150619,0.000181884],"domain_scores_gemma":[0.9997355,0.00004834685,0.00002053257,0.000120722,0.00003281072,0.00004205332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003471015,0.001882361,0.9949569,0.00004570006,0.000281779,0.0002479456,0.0001947804,7.004558e-7,0.00004636773,0.00003975476,0.000001845095,0.001954806],"study_design_scores_gemma":[0.01139667,0.0006109769,0.985979,0.0004715073,0.0003838894,0.00005201909,0.0006015638,0.00001669317,0.0003380472,0.00005031401,0.00001747271,0.0000818722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923229,0.004754675,0.000005383092,0.0002290203,0.00003461161,0.0009776955,0.000003700729,0.00002475211,0.00164728],"genre_scores_gemma":[0.9989042,0.000370757,0.0004895595,0.0000775864,0.00001084923,0.00006865455,0.000007520514,0.000008029699,0.00006286328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01104957,"threshold_uncertainty_score":0.3585712,"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."}}