{"id":"W4405041602","doi":"10.1182/blood-2024-204908","title":"Incidence, Time to Diagnosis, and Therapeutic Landscape of Aplastic Anemia: Results from a Large United States Claims Database","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada); Merck Canada Inc. (Canada)","funders":"","keywords":"Aplastic anemia; Incidence (geometry); Medicine; Database; Anemia; Internal medicine; Computer science; Bone marrow","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001842562,0.0002405658,0.0004188568,0.002517369,0.0003219168,0.001237082,0.0006522018,0.0004637126,0.001673466],"category_scores_gemma":[0.01090661,0.0002663293,0.0007087654,0.00513082,0.0001870549,0.0007404555,0.001091169,0.0005572471,0.0003141722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008084252,"about_ca_system_score_gemma":0.001073087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02862374,"about_ca_topic_score_gemma":0.02267486,"domain_scores_codex":[0.9977732,0.0004887522,0.0005949228,0.0004909045,0.0004755943,0.0001765465],"domain_scores_gemma":[0.9881705,0.002989036,0.006518589,0.0006599501,0.001149623,0.0005124288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001164299,0.00003464808,0.9965369,0.00004715088,0.0001259363,0.0000427456,0.0000583276,0.0001825109,0.00003852613,0.00005946865,0.001434544,0.001322908],"study_design_scores_gemma":[0.00002638372,0.00004697826,0.9965875,0.00006075261,0.00009283724,0.0002434323,0.0002920416,0.001371664,0.00006512919,0.00006484824,0.001140113,0.0000082471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939107,0.0008102795,0.0002323563,0.0004053719,0.00001324787,0.00004400959,0.05813615,0.00002693554,0.001224611],"genre_scores_gemma":[0.9626827,0.0003547418,0.0003042032,0.0001330499,0.00002192539,0.00005567266,0.03628187,0.000008108002,0.0001578503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02862374,"threshold_uncertainty_score":0.05691427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245156182632496,"score_gpt":0.2641724531486733,"score_spread":0.2517208913223483,"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."}}