{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002360519,0.0004080878,0.0007152665,0.0002125367,0.0005390669,0.00003172384,0.0001829426,0.0005300821,0.0004463981],"category_scores_gemma":[0.00001043739,0.000325115,0.0002875422,0.0003734922,0.0003496661,0.00007967847,0.00002633403,0.0005209749,0.00001372267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007803059,"about_ca_system_score_gemma":0.000339556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001770988,"about_ca_topic_score_gemma":0.00005196736,"domain_scores_codex":[0.9978359,0.0002060752,0.0004465731,0.0005287669,0.0002175023,0.0007651758],"domain_scores_gemma":[0.999032,0.0001703609,0.00006885699,0.0003073231,0.00007265005,0.0003487859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004904844,0.001961804,0.3863008,0.0007577115,0.0005470859,0.0004046329,0.02528005,0.00002591762,0.5449752,0.00198313,0.004974511,0.02788426],"study_design_scores_gemma":[0.04519138,0.002091817,0.2110633,0.001247949,0.0009498288,0.005306084,0.03324208,0.006164872,0.6618897,0.002912939,0.02822875,0.001711298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723256,0.01034473,0.01007067,0.003941562,0.0001270346,0.0009478509,0.00004081254,0.0001736669,0.002028031],"genre_scores_gemma":[0.977066,0.01795651,0.0006612717,0.003728909,0.00002171047,0.00006419313,0.00004241072,0.00003045911,0.0004284834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1752376,"threshold_uncertainty_score":0.9999201,"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."}}