{"id":"W4412743418","doi":"10.1182/bloodadvances.2025016989","title":"ASH sickle cell disease CPKD guidelines report","year":2025,"lang":"en","type":"article","venue":"Blood Advances","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Disease; Medicine; Cell; Sickle cell anemia; Internal medicine; Immunology; Biology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001187144,0.0001359191,0.0002210445,0.00007348449,0.0000912586,0.00001321495,0.00007974872,0.00006297967,0.0001420323],"category_scores_gemma":[0.0003843082,0.0001035833,0.000111372,0.0002515103,0.00006634069,0.00008012669,0.00004389715,0.0001260822,0.00007540263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001022855,"about_ca_system_score_gemma":0.0002151809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001549922,"about_ca_topic_score_gemma":0.000004771299,"domain_scores_codex":[0.9989235,0.0000132468,0.0003622814,0.0003061171,0.0001796528,0.0002151418],"domain_scores_gemma":[0.9992055,0.0000307913,0.00007930241,0.0003734747,0.0001579106,0.0001530634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001153754,0.006721426,0.4296638,0.004445516,0.0008498243,0.01500271,0.0003861675,0.001487747,0.01579712,0.003854504,0.3541234,0.1665141],"study_design_scores_gemma":[0.001922202,0.00005856392,0.004957139,0.0003468189,0.0005415344,0.00006660687,0.0003226978,0.00008427029,0.004851095,0.00136662,0.9853046,0.0001778854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4353438,0.144335,0.0007660406,0.02756723,0.001962907,0.001025222,0.00002456468,0.0005218456,0.3884534],"genre_scores_gemma":[0.7109256,0.01387548,0.007368965,0.00750099,0.0005239233,0.00007977636,0.000135031,0.00005240914,0.2595378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6311812,"threshold_uncertainty_score":0.4224003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009365221344161867,"score_gpt":0.3010980391598232,"score_spread":0.2917328178156613,"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."}}