{"id":"W4415989942","doi":"10.1002/ana.78075","title":"Association between Human Leukocyte Antigen Alleles and Neuropathological Outcomes in Lewy Body Disease","year":2025,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Neurological Disorders and Stroke; Little Family Foundation; American Parkinson Disease Association; Lewy Body Dementia Association; Michael J. Fox Foundation for Parkinson's Research","keywords":"Human leukocyte antigen; Allele; Lewy body; Etiology; Disease; Association (psychology); Genetic association","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":[0.0001777679,0.000124346,0.0004278663,0.0001497044,0.00004615965,0.000006903323,0.00007699736,0.0001026245,0.00001384855],"category_scores_gemma":[0.0005440785,0.0001072631,0.00008292554,0.0001272672,0.0000942402,0.00005131659,0.00008842883,0.0002239781,0.000001496097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003746288,"about_ca_system_score_gemma":0.00002697542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004366332,"about_ca_topic_score_gemma":0.00003397352,"domain_scores_codex":[0.9988489,0.0002020963,0.0003040051,0.0002809275,0.0001156891,0.000248369],"domain_scores_gemma":[0.9994192,0.000176012,0.00009859404,0.0001679668,0.00005283034,0.00008542886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002382141,0.000139878,0.9950231,0.00003523714,0.00002873178,0.0002022158,0.00002359261,0.000005056501,0.002633231,0.000258728,0.000912181,0.0004998144],"study_design_scores_gemma":[0.0008295831,0.0005945604,0.9913722,0.000009406606,0.00003469455,0.000001926795,0.000005624404,0.00002847233,0.0001423724,0.0009056067,0.006011783,0.00006381898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717024,0.0003240571,0.000004898465,0.02696136,0.00006810699,0.0001670132,0.000009287628,0.00003048306,0.0007323907],"genre_scores_gemma":[0.9867041,0.0007825272,0.00000482109,0.01214473,0.00002463753,0.000006390078,0.00001379212,0.000008608193,0.000310443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01500164,"threshold_uncertainty_score":0.4374064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258459136546792,"score_gpt":0.3499206392505876,"score_spread":0.3073360478851197,"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."}}