{"id":"W4415669975","doi":"10.1016/j.htct.2025.105634","title":"DIVERSIDADE DE GENÓTIPOS DE GRUPOS SANGUÍNEOS EM PACIENTES BRASILEIROS COM DOENÇAS FALCIFORMES E ANÁLISE COMPARATIVA DE DADOS GLOBAIS: IMPLICAÇÕES PARA SEGURANÇA TRANSFUSIONAL","year":2025,"lang":"en","type":"article","venue":"Hematology Transfusion and Cell Therapy","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genotype; Cochrane Library; Cohort; Risk stratification","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00218059,0.0002655347,0.0004872038,0.002183504,0.0005736278,0.001161524,0.0003260237,0.0004206471,0.00188608],"category_scores_gemma":[0.005807155,0.0002616904,0.0005576286,0.00308309,0.0007204936,0.0004189882,0.0005307715,0.0003383318,0.0001925619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033575,"about_ca_system_score_gemma":0.001359803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05488462,"about_ca_topic_score_gemma":0.06904221,"domain_scores_codex":[0.9984982,0.0005129913,0.0002232019,0.0003516128,0.0002824652,0.000131562],"domain_scores_gemma":[0.996698,0.001093624,0.0009723919,0.0003157784,0.0007369412,0.0001833465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002175982,0.00002010842,0.9813272,0.0002138986,0.0001036885,0.0001470599,0.001082985,0.00007145041,0.001073689,0.0001339178,0.0003048108,0.01530346],"study_design_scores_gemma":[0.00001551438,0.0001917937,0.9917984,0.0002604563,0.0002797673,0.0008505525,0.001979693,0.0002802351,0.0009462176,0.0002751054,0.003104994,0.00001725144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982608,0.008438856,0.001360177,0.0006193797,0.0000249744,0.0001153114,0.002243061,0.0000376212,0.004552635],"genre_scores_gemma":[0.995486,0.002055488,0.001158338,0.0001413804,0.0000104122,0.00005916141,0.0005062731,0.000007233536,0.0005757049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05488462,"threshold_uncertainty_score":0.1091303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207546328590584,"score_gpt":0.2761301076058792,"score_spread":0.2640546443199734,"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."}}