{"id":"W7108463527","doi":"10.1182/blood-2025-6686","title":"Blood product transfusions for pediatric Jehovah's witness patients: Management recommendations and considerations","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Erythropoietin; Anemia; Blood transfusion; Blood product; Platelet transfusion; Plateletpheresis; Clinical trial; Bone marrow; Hematinic","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":[0.0008809256,0.0004420476,0.0004184561,0.001030614,0.001748978,0.001749684,0.000777865,0.002105106,0.002469668],"category_scores_gemma":[0.005817149,0.0002514039,0.000366304,0.0004351101,0.0006540215,0.001523926,0.0009535122,0.004153442,0.0006495239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008479927,"about_ca_system_score_gemma":0.001613715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001624779,"about_ca_topic_score_gemma":0.002631207,"domain_scores_codex":[0.9992818,0.0002623168,0.0001591138,0.00004989729,0.0001407649,0.0001060741],"domain_scores_gemma":[0.9983281,0.0005701958,0.0003379526,0.00003342038,0.0002846164,0.0004456234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001819279,0.0004815714,0.1634268,0.001002096,0.000111531,0.3679468,0.004033234,0.001413721,0.001844281,0.007500973,0.1607613,0.2912958],"study_design_scores_gemma":[0.00006283454,0.0003624547,0.05028417,0.007967722,0.0001410046,0.73371,0.0252655,0.003339163,0.00179055,0.0122648,0.1646745,0.0001373324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3016425,0.2330905,0.01993063,0.3637481,0.004878575,0.0006231553,0.0004468836,0.0005131812,0.07512654],"genre_scores_gemma":[0.7818607,0.1429446,0.02919202,0.02924969,0.009268714,0.0002921381,0.0005747991,0.0001356695,0.006481641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002469668,"threshold_uncertainty_score":0.008261859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226702384028218,"score_gpt":0.2616119862943665,"score_spread":0.2493449624540844,"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."}}