{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002868043,0.0003932485,0.0003863194,0.0004026352,0.0002129223,0.00008393915,0.0001429813,0.00004770411,0.0000757661],"category_scores_gemma":[0.0001436512,0.0003803085,0.0001111483,0.0005813198,0.00006339728,0.0002208852,0.0001625235,0.0001485356,0.00007944713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156678,"about_ca_system_score_gemma":0.0001667224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003280986,"about_ca_topic_score_gemma":0.0002821008,"domain_scores_codex":[0.9972986,0.0001247168,0.0003310973,0.0008836791,0.0006538634,0.0007080538],"domain_scores_gemma":[0.9979388,0.00004837092,0.00008356366,0.000615187,0.00003303503,0.001281015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001554362,0.002837145,0.9852944,0.0001268405,0.0001628952,0.0007569136,0.0008529419,0.0001244891,0.00003350731,0.0001096897,0.002680561,0.006865159],"study_design_scores_gemma":[0.004956619,0.0004067543,0.9571501,0.00007411085,0.0002969546,8.04039e-8,0.004675192,0.005507801,0.000007159654,0.007338716,0.01941938,0.0001671032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948018,0.0010702,0.00006018916,0.001304655,0.0001547934,0.001866943,0.0001598556,0.0002738529,0.000307743],"genre_scores_gemma":[0.9947724,0.000602402,0.00004510817,0.001453748,0.00004983561,0.0004231164,0.0003080827,0.00007893802,0.002266414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0281443,"threshold_uncertainty_score":0.9998649,"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."}}