{"id":"W4407530314","doi":"10.14740/jocmr6142","title":"Prevalence of Alloimmunization Events in Thalassemia Patients With Repeated Transfusions in the Rhesus Blood Group System: A Systematic Review and Meta Analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"Blood groups and transfusion","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jenderal Soedirman University; Universitas Gadjah Mada","keywords":"Medicine; Thalassemia; Meta-analysis; Blood transfusion; Pediatrics; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02873902,0.0003539954,0.01089504,0.001832807,0.0000571184,0.000006910686,0.000646991,0.0003703605,0.00003344568],"category_scores_gemma":[0.006659832,0.0001466184,0.001245023,0.005509168,0.0002456814,0.00008489477,0.00006492069,0.002747394,4.052222e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006488426,"about_ca_system_score_gemma":0.0005395759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102535,"about_ca_topic_score_gemma":0.00006459055,"domain_scores_codex":[0.9829346,0.007865226,0.006138836,0.0004254435,0.00232221,0.0003136811],"domain_scores_gemma":[0.9872459,0.008565664,0.001835323,0.0008791504,0.001276887,0.0001970737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001323712,0.00118947,0.009800751,0.9642699,0.02282551,0.0001175827,0.00009902672,2.498861e-7,8.799721e-8,0.00002826521,0.00001239663,0.001524371],"study_design_scores_gemma":[0.002158755,0.001710456,0.01073047,0.5158757,0.4692199,0.00008730042,0.00008251305,0.000003015148,3.144269e-8,0.000003231084,0.00005902502,0.00006961657],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001317475,0.9921531,0.00002531516,0.0007273103,0.00004114705,0.005611179,0.00001734305,0.000003829949,0.0001032899],"genre_scores_gemma":[0.01937252,0.9802362,0.00004771029,0.00006139178,0.00004111175,0.0001315722,0.00002603098,0.00002153269,0.00006189355],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4483942,"threshold_uncertainty_score":0.9995533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1465947997410889,"score_gpt":0.4913556925056919,"score_spread":0.344760892764603,"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."}}