{"id":"W4388695434","doi":"10.1002/mds.29611","title":"Cerebellar Volume and Disease Staging in Parkinson's Disease: An <scp>ENIGMA‐PD</scp> Study","year":2023,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; Advance Queensland; Centros de Pesquisa, Inovação e Difusão, Fundação Amazônia Paraense de Amparo à Pesquisa; Health Research Council of New Zealand; National Institutes of Health; Brain Research New Zealand; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; National Institute on Aging; Chang Gung Medical Foundation; Ministero della Salute; National Health and Medical Research Council; Universidade Estadual de Campinas; Fundação de Amparo à Pesquisa do Estado de São Paulo; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Parkinson's Foundation; Ministry of Education, Culture, Sports, Science and Technology; South African Medical Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Neurological Foundation of New Zealand; Medical Research Council; Hersenstichting; Verily Life Sciences; Chang Gung Memorial Hospital; Sir John Fisher Foundation; Healthy Aging Research Center; Canterbury Medical Research Foundation; Japan Agency for Medical Research and Development; Health~Holland; Academy of Medical Sciences; University of Virginia; Parkinson Vereniging; Michael J. Fox Foundation for Parkinson's Research; National Science and Technology Council; University of Otago; Lewy Body Dementia Association; Commonwealth of Virginia; Alzheimer's Drug Discovery Foundation; Fonds De La Recherche Scientifique - FNRS; Lancaster University; National Science Foundation; U.S. Department of Defense","keywords":"Cerebellum; Parkinson's disease; Psychology; Lobe; Cerebellar hemisphere; Magnetic resonance imaging; Temporal lobe; Neuroscience; Internal medicine; Medicine; Pathology; Audiology; Disease; Radiology; Epilepsy","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":[0.0007964802,0.0004990303,0.0004265773,0.0008735224,0.0004194273,0.0009072108,0.0004262202,0.0004235003,0.001074773],"category_scores_gemma":[0.001811454,0.0002113587,0.0006042721,0.0007452847,0.0003615833,0.0004972578,0.0007056318,0.000329647,0.0001886157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003708691,"about_ca_system_score_gemma":0.0002307345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005153136,"about_ca_topic_score_gemma":0.005512109,"domain_scores_codex":[0.9997554,0.00005865947,0.00002704104,0.00009880643,0.00004091695,0.00001918104],"domain_scores_gemma":[0.998626,0.0002474229,0.0005400929,0.0001784755,0.0001896871,0.0002183886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007734669,0.00003603743,0.9933966,0.00004497613,0.0004715054,0.0001269491,0.00009634242,0.0001363272,0.0006491228,0.00004435678,0.0001702275,0.004054031],"study_design_scores_gemma":[0.00002791509,0.0001883714,0.9983661,0.0000113308,0.0001901284,0.0003493034,0.00006804732,0.000337463,0.0001139122,0.00006268048,0.0002804465,0.000004420222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983695,0.0007133728,0.0001698842,0.00002107615,0.000004580653,0.00001095355,0.0003901084,0.000005832632,0.0003148189],"genre_scores_gemma":[0.9989767,0.000116128,0.0001326759,0.00001109926,0.000008630358,0.000008149323,0.0005766937,0.000003164526,0.0001668863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005153136,"threshold_uncertainty_score":0.01024634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395192013882455,"score_gpt":0.2640536655777143,"score_spread":0.2501017454388897,"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."}}