Bibliographic record
Abstract
British Journal of HaematologyVolume 203, Issue 1 p. 136-139 TRIBUTE In Memoriam Robert McMillan Paul Imbach, Corresponding Author Paul Imbach [email protected] orcid.org/0000-0003-1990-8118 University of Basel, Basel, Switzerland University Children's Hospital Basel, Basel, Switzerland Correspondence Paul Imbach, University of Basel, Basel, Switzerland. Email: [email protected]Search for more papers by this authorJohn W. Semple, John W. Semple Division of Hematology and Transfusion Medicine, Lund University, Lund, Sweden Department of Pharmacology, University of Toronto, Toronto, CanadaSearch for more papers by this author Paul Imbach, Corresponding Author Paul Imbach [email protected] orcid.org/0000-0003-1990-8118 University of Basel, Basel, Switzerland University Children's Hospital Basel, Basel, Switzerland Correspondence Paul Imbach, University of Basel, Basel, Switzerland. Email: [email protected]Search for more papers by this authorJohn W. Semple, John W. Semple Division of Hematology and Transfusion Medicine, Lund University, Lund, Sweden Department of Pharmacology, University of Toronto, Toronto, CanadaSearch for more papers by this author First published: 21 September 2023 https://doi.org/10.1111/bjh.19085Read the full textAboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onEmailFacebookTwitterLinkedInRedditWechat REFERENCES 1McMillan R. The pathogenesis of chronic immune thrombocytopenic purpura. Semin Hematol. 2007; 44(4 Suppl 5): S3–S11. 2McMillan R, Tani P, Millard F, Berchtold P, Renshaw L, Woods VL Jr. Platelet-associated and plasma anti-glycoprotein autoantibodies in chronic ITP. Blood. 1987; 70: 1040–1045. 3McMillan R, Wang L, Tomer A, Nichol J, Pistillo J. Suppression of in vitro megakaryocyte production by antiplatelet autoantibodies from adult patients with chronic ITP. Blood. 2004; 103(4): 1364–1369. 4Imbach P, Barandun S, d'Apuzzo V, Baumgartner C, Hirt A, Morell A, et al. High-dose intravenous gammaglobulin for idiopathic thrombocytopenic purpura in childhood. Lancet. 1981; 317: 1228–1231. 5Imbach P, Tani P, Berchtold W, Blanchette V, Burek-Kozlowska A, Gerber H, et al. Different forms of chronic childhood immune thrombocytopenic purpura defined by antiplatelet autoantibodies. J Pediatr. 1991; 118: 535–539. 6McMillan R, Longmire RL, Yelenosky R, Smith RS, Craddock CG. Immunoglobulin synthesis in vitro by splenic tissue in idiopathic thrombocytopenic purpura. N Engl J Med. 1972; 286(13): 681–684. 7Karpatkin S, Strick N, Siskind GW. Detection of splenic anti-platelet antibody synthesis in idiopathic autoimmune thrombocytopenic purpura (ATP). Br J Haematol. 1972; 23(2): 167–176. 8Semple JW, Freedman J. Increased antiplatelet T helper lymphocyte reactivity in patients with autoimmune thrombocytopenia. Blood. 1991; 78(10): 2619–2625. Volume203, Issue1Special Issue: REFRACTORY IMMUNE THROMBOCYTOPENIC PURPURAOctober 2023Pages 136-139 ReferencesRelatedInformation
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.030 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.006 | 0.011 |
| Insufficient payload (model declined to judge) | 0.119 | 0.097 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".