{"id":"W4403563340","doi":"10.1016/j.transci.2024.104019","title":"Red blood cell alloimmunization in transfused patients with hereditary hemorrhagic telangiectasia: A single centre retrospective study","year":2024,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Telangiectasia; Retrospective cohort study; Red blood cell; Immunology; Pathology","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":[0.0004097461,0.0003467344,0.0006831022,0.001139965,0.0007001875,0.0009708016,0.0003788251,0.0006344716,0.001967838],"category_scores_gemma":[0.001721715,0.0005423636,0.0005869572,0.001699624,0.0006236837,0.0006088246,0.0004536125,0.0005371721,0.0003148387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004487179,"about_ca_system_score_gemma":0.0004611447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002673881,"about_ca_topic_score_gemma":0.00150113,"domain_scores_codex":[0.999314,0.0001592984,0.000118994,0.0002101556,0.00009380086,0.0001038194],"domain_scores_gemma":[0.9981882,0.000430112,0.0007755787,0.0001760266,0.0001805206,0.0002495964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002705613,0.00007895741,0.9966221,0.00001573301,0.0000704425,0.001328369,0.0002154192,0.0000239951,0.0004937644,0.00002831558,0.00003149906,0.0008208988],"study_design_scores_gemma":[0.00003533725,0.0009184152,0.9866822,0.00001626632,0.0001848286,0.01008565,0.001189356,0.0002117853,0.0003004305,0.00003869256,0.0003182716,0.00001880366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999474,0.0002111782,0.00007052566,0.000007160018,0.000002755496,0.00000617668,0.00004410518,0.000001633546,0.0001824858],"genre_scores_gemma":[0.9996264,0.0001220309,0.00004734128,0.00001618111,0.000008224218,0.000005742032,0.00009463702,0.000001929141,0.00007756654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002673881,"threshold_uncertainty_score":0.006583095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004970389682580853,"score_gpt":0.2027940259250244,"score_spread":0.1978236362424435,"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."}}