{"id":"W4413962157","doi":"10.1111/bjh.70120","title":"Impact of red blood cell exchange on echocardiographic parameters among adults with sickle cell disease","year":2025,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Cell; Disease; Red blood cell; Internal medicine; Cardiology; Red Cell; Pediatrics; Genetics; Biology","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":[0.001166293,0.0002641618,0.0005591438,0.0008434593,0.0003806168,0.0007918872,0.000442214,0.001079742,0.001670239],"category_scores_gemma":[0.007625319,0.0002082632,0.0003308588,0.001008759,0.0002591533,0.0009431981,0.0004192626,0.000941038,0.0003229401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321977,"about_ca_system_score_gemma":0.0002692644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394995,"about_ca_topic_score_gemma":0.001612174,"domain_scores_codex":[0.9991894,0.0001775258,0.0001630915,0.000171811,0.0001880925,0.0001101136],"domain_scores_gemma":[0.9930444,0.002045146,0.002689649,0.0004205411,0.001088563,0.0007117922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002313095,0.00008410752,0.99181,0.00007213843,0.00006816706,0.0009013581,0.0001026333,0.00003004746,0.0001326993,0.00002509796,0.001652301,0.004890193],"study_design_scores_gemma":[0.00003184162,0.0003999317,0.9901497,0.000121605,0.0001133974,0.006162248,0.0003054742,0.0003803545,0.000119718,0.00005904547,0.0021324,0.00002423272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865806,0.006976192,0.0002974908,0.002100016,0.0004579145,0.00005086211,0.002258431,0.00002141233,0.001257036],"genre_scores_gemma":[0.9945388,0.00162986,0.0002144067,0.001031301,0.001341826,0.0000299669,0.0009758356,0.000008769062,0.0002292194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001670239,"threshold_uncertainty_score":0.006168067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003873988476689662,"score_gpt":0.2203009869383735,"score_spread":0.2164269984616839,"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."}}