{"id":"W7116920689","doi":"10.4103/joah.joah_101_25","title":"Global Overview of Von Willebrand Disease Research: A Bibliometric Study","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Hematology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Erasmus+; Haemophilia; Centrality; Citation impact; Von Willebrand disease; Bibliometrics; China","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009780915,0.0006165475,0.001993911,0.1307414,0.000875007,0.005766159,0.000669861,0.0007024542,0.003197251],"category_scores_gemma":[0.04574454,0.0002569981,0.001560459,0.2368712,0.0009078381,0.003582333,0.002553269,0.0004212883,0.0005414591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002223843,"about_ca_system_score_gemma":0.004457403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003882829,"about_ca_topic_score_gemma":0.003787845,"domain_scores_codex":[0.9866256,0.002910497,0.003466869,0.00121179,0.005275463,0.0005098835],"domain_scores_gemma":[0.9553117,0.02436899,0.01124892,0.001481966,0.006394032,0.001194444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003407203,0.0001065958,0.6937228,0.03055874,0.003610399,0.0006183764,0.003242349,0.001748736,0.0006628187,0.006677691,0.01586369,0.2428472],"study_design_scores_gemma":[0.00007127898,0.0002291719,0.8884675,0.009626524,0.003239335,0.002194283,0.006768944,0.003098829,0.00062803,0.004835791,0.08073454,0.000105791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5862951,0.2974732,0.003964811,0.008282204,0.0003923567,0.0006429367,0.07378976,0.0003777855,0.02878178],"genre_scores_gemma":[0.8639165,0.1002344,0.005202564,0.0002812414,0.0005897468,0.0003998732,0.02847551,0.00006264295,0.000837701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8692586,"threshold_uncertainty_score":0.05172706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08705347988076538,"score_gpt":0.4268997089711973,"score_spread":0.3398462290904319,"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."}}