{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003944729,0.0003084001,0.0001720083,0.001100262,0.0001943323,0.0002596675,0.0001347772,0.0002343107,0.0006713136],"category_scores_gemma":[0.001088841,0.0001343404,0.000203656,0.0005670175,0.0003455726,0.0003224101,0.0003794549,0.0001729085,0.00005718115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990645,"about_ca_system_score_gemma":0.0001296805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508522,"about_ca_topic_score_gemma":0.002237861,"domain_scores_codex":[0.9999276,0.00002403793,0.000004674119,0.00002182184,0.00001393492,0.000007928183],"domain_scores_gemma":[0.9996873,0.0001275142,0.0001068862,0.00001851305,0.00003203558,0.00002770091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002317803,0.0001294507,0.5503795,0.0006500022,0.001230135,0.002501066,0.00191773,0.0716821,0.261773,0.004307853,0.0009672862,0.102144],"study_design_scores_gemma":[0.00002439578,0.0003200832,0.9341094,0.00003530928,0.0001437285,0.00283704,0.0004240785,0.04343508,0.0081541,0.009613078,0.0008720554,0.00003173137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951621,0.0002645484,0.004117553,0.00003426237,0.000001645157,0.000008263706,0.0001698141,0.00002095471,0.0002208794],"genre_scores_gemma":[0.9964384,0.0001258397,0.003086262,0.000008500936,0.000003492888,0.00001182,0.0002148863,0.000005254955,0.0001056258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001508522,"threshold_uncertainty_score":0.002999485,"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."}}