{"id":"W4417004472","doi":"10.1182/blood-2025-1141","title":"High morbidity in adults with non-transfusion-dependent thalassemia referred to u.S. specialty centers","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thalassemia; Specialty; Referral; Splenectomy; Blood transfusion; Hemoglobinopathy","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":[0.0003582008,0.0001607517,0.000169885,0.0008243608,0.0006337807,0.0006045094,0.0002065225,0.0003343697,0.002198397],"category_scores_gemma":[0.001401046,0.0001731628,0.0002245379,0.001102664,0.0002427572,0.0004156031,0.0005204461,0.0003940516,0.0002072844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005455907,"about_ca_system_score_gemma":0.0005761335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01362176,"about_ca_topic_score_gemma":0.02386601,"domain_scores_codex":[0.999621,0.00009145381,0.00005966078,0.00007549636,0.00006881978,0.00008340571],"domain_scores_gemma":[0.99862,0.0001658739,0.000715328,0.00003559161,0.00017341,0.0002897121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006376829,0.00001167826,0.999398,0.000002230101,0.000003216385,0.00006111993,0.00004854626,0.00000546172,0.00003329238,0.000004459712,0.00008085863,0.0003447662],"study_design_scores_gemma":[0.000002295705,0.00004267316,0.9987648,0.000009839213,0.000004949916,0.0004864204,0.0004680874,0.00007162164,0.00003259178,0.00000813597,0.0001071795,0.000001483296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990249,0.0001330228,0.00002883822,0.00008084209,0.000005322963,0.00001070302,0.0002775603,0.000003394101,0.0004354398],"genre_scores_gemma":[0.999495,0.00007808282,0.0000559669,0.00006153676,0.000009167014,0.000008347154,0.0002301043,6.168318e-7,0.00006116108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01362176,"threshold_uncertainty_score":0.02708495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005005289355613819,"score_gpt":0.2291504231281121,"score_spread":0.2241451337724983,"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."}}