{"id":"W4405045956","doi":"10.1182/blood-2024-209001","title":"Burden of Anemia in Myelofibrosis Patients in Japan, South Korea, Taiwan, and Canada: A Real-World Survey and Multinational Database Analysis","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myelofibrosis; Multinational corporation; Medicine; Anemia; Database; Political science; Internal medicine; Bone marrow; Computer science","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":[0.000724193,0.0002807667,0.0003415958,0.002075688,0.0008813546,0.0009505167,0.0007109207,0.0004168601,0.0009365901],"category_scores_gemma":[0.002415096,0.0002973293,0.0006216887,0.006301847,0.0003847528,0.000409201,0.000855901,0.000481832,0.0001292905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005632482,"about_ca_system_score_gemma":0.006188041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8635398,"about_ca_topic_score_gemma":0.8750191,"domain_scores_codex":[0.9992375,0.0001126694,0.0001368369,0.0001590542,0.0001685725,0.0001853474],"domain_scores_gemma":[0.9970399,0.0002684731,0.00119666,0.0001377163,0.0007853963,0.0005719211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002483588,0.00001185253,0.9991305,0.00001721324,0.00003121535,0.00003109765,0.0001107361,0.000035512,0.00002503581,0.000009909065,0.0002185254,0.0003533978],"study_design_scores_gemma":[0.000004667906,0.00001218175,0.9987099,0.00001362181,0.00002294328,0.00006714369,0.0007480899,0.0002131229,0.00001593969,0.00000372389,0.000184165,0.000004366513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906803,0.0002683303,0.00003287725,0.0001081061,0.00000225086,0.00004259156,0.008428389,0.000004561576,0.0004326291],"genre_scores_gemma":[0.9935842,0.0004590095,0.000118595,0.00008694472,0.00000438806,0.00005267698,0.005553737,0.000002198155,0.0001382091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1364602,"threshold_uncertainty_score":0.2745277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371643928671937,"score_gpt":0.2588614504487233,"score_spread":0.245145011162004,"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."}}