{"id":"W4415118417","doi":"10.13005/bbra/3424","title":"Global Trends and Scientific Contributions in Thalassemia Research (2015–2024): An Integrative Bibliometric and Meta-Analysis of Diagnostic, Genetic and Treatment Approaches","year":2025,"lang":"en","type":"article","venue":"Biosciences Biotechnology Research Asia","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thalassemia; Disease; Odds ratio; Odds; Hemoglobin; Genome-wide association study; Transplantation; Hematopoietic stem cell transplantation","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01472567,0.001495089,0.006984838,0.04777019,0.0007849786,0.003819025,0.001519983,0.001186931,0.002422064],"category_scores_gemma":[0.03922792,0.000689355,0.0197033,0.07872383,0.0006417008,0.00226208,0.003291377,0.001423788,0.000386169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002047776,"about_ca_system_score_gemma":0.004380537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009633793,"about_ca_topic_score_gemma":0.01130147,"domain_scores_codex":[0.9842299,0.00597927,0.003768053,0.002099896,0.003323131,0.000599812],"domain_scores_gemma":[0.9574924,0.02869667,0.006539694,0.002207266,0.004331784,0.0007322706],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001294691,0.00007039458,0.2683133,0.1472697,0.4936633,0.0003181934,0.0008768342,0.003033796,0.0007346899,0.001816881,0.01090556,0.07170261],"study_design_scores_gemma":[0.0004079401,0.0002655375,0.2936313,0.03107791,0.6391563,0.0007229397,0.001001517,0.004046873,0.0007221603,0.003116364,0.0256711,0.000180059],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07205669,0.8847173,0.002434179,0.003524031,0.000539232,0.0001824202,0.03448749,0.000204135,0.001854489],"genre_scores_gemma":[0.7157567,0.2585962,0.004237932,0.0009589785,0.0007275813,0.0006543833,0.01842165,0.0001501737,0.0004964143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9852743,"threshold_uncertainty_score":0.0778777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276004023285696,"score_gpt":0.4399119999207498,"score_spread":0.3123115975921802,"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."}}