{"id":"W4200378875","doi":"10.1002/mds.28891","title":"The Myelin‐Weighted Connectome in Parkinson's Disease","year":2021,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Montreal Neurological Institute and Hospital; Mila - Quebec Artificial Intelligence Institute; Institut Universitaire de Gériatrie de Montréal; Polytechnique Montréal","funders":"Direction de l’hospitalisation et de l’offre de Soins; Fonds de Recherche du Québec - Santé; Fondation Institut de Cardiologie de Montréal; Institut National de la Santé et de la Recherche Médicale; Association France Parkinson; Wellcome Trust; Agence Nationale de la Recherche; Réseau en Bio-Imagerie du Quebec; Biogen; Institut de Cardiologie de Montréal; Fondation Brain Canada; Sanofi; Michael J. Fox Foundation for Parkinson's Research","keywords":"Connectome; Parkinson's disease; Neuroscience; Medicine; Degenerative disease; Disease; Myelin; Central nervous system disease; Psychology; Functional connectivity; Pathology; Central nervous system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001213605,0.0001966499,0.0002095643,0.00006803872,0.0001688219,0.00004586479,0.00009097676,0.00004082091,0.0003289637],"category_scores_gemma":[0.00007507072,0.0001426913,0.0001475887,0.0003116067,0.00005133855,0.00005440322,0.00006550594,0.0001104527,0.00007092108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408049,"about_ca_system_score_gemma":0.0001986375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007133788,"about_ca_topic_score_gemma":0.0004604738,"domain_scores_codex":[0.9985326,0.00006793394,0.0002373299,0.0003952761,0.0003595899,0.000407294],"domain_scores_gemma":[0.999098,0.00006873077,0.00005249794,0.000453337,0.00005073654,0.0002766889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001246797,0.003649018,0.884055,0.0001354779,0.0005979379,0.001873803,0.0002540252,0.00003083465,0.0008581837,0.01254016,0.007336975,0.08742175],"study_design_scores_gemma":[0.005048888,0.00009964658,0.6484335,0.00008072233,0.0001394412,4.491582e-7,0.0005890545,0.0009520294,0.0006999335,0.04630994,0.2974203,0.0002261114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971799,0.00695312,0.0001437405,0.01595411,0.000313825,0.0006751066,0.00004467613,0.00007746272,0.004039031],"genre_scores_gemma":[0.989696,0.002229215,0.0001152218,0.005659431,0.00004065087,0.0002043653,0.0001144173,0.00002865818,0.001912059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2900833,"threshold_uncertainty_score":0.5818783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009953596828140338,"score_gpt":0.2489280235487552,"score_spread":0.2389744267206149,"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."}}