{"id":"W2121300131","doi":"10.7554/elife.08440","title":"Network structure of brain atrophy in de novo Parkinson's disease","year":2015,"lang":"en","type":"article","venue":"eLife","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":259,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Michael J. Fox Foundation for Parkinson's Research; W. Garfield Weston Foundation; National Institute of Mental Health; Alzheimer's Association","keywords":"Atrophy; Substantia nigra; Basal ganglia; Neuroscience; Parkinson's disease; Magnetic resonance imaging; Pathology; Dopaminergic; Voxel-based morphometry; Neuromelanin; Temporal lobe; Medicine; Biology; Disease; Central nervous system; Dopamine; White matter; Epilepsy","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":[0.0002869,0.0001353694,0.0001927158,0.001146933,0.0001569615,0.0003404368,0.0001842139,0.0001814947,0.0004975887],"category_scores_gemma":[0.001427225,0.0001250574,0.0001633038,0.0006377174,0.0002453,0.0003940402,0.0003372408,0.0001547746,0.00007082178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000401469,"about_ca_system_score_gemma":0.0001204503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003865366,"about_ca_topic_score_gemma":0.009191748,"domain_scores_codex":[0.9998571,0.00003516911,0.0000116752,0.00005088223,0.00002194279,0.00002325554],"domain_scores_gemma":[0.9994468,0.0001695687,0.0002152594,0.00004785712,0.00007974744,0.00004080519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007139167,0.00005298731,0.9179922,0.0001216996,0.0004571054,0.0006837103,0.0008283529,0.01019876,0.0198226,0.001715213,0.0006835301,0.04672991],"study_design_scores_gemma":[0.000006698585,0.00004276243,0.9850695,0.000008919883,0.00005584985,0.000538533,0.00009257488,0.01125107,0.0008772741,0.001604008,0.0004458302,0.000007052898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996768,0.0003520021,0.001992304,0.00006335872,0.000001887172,0.000005813515,0.0004106122,0.00001657535,0.0003895064],"genre_scores_gemma":[0.9986304,0.0000920334,0.0007514216,0.000005001457,0.000002719798,0.000006559043,0.0003990349,0.000002613243,0.0001102807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003865366,"threshold_uncertainty_score":0.007685721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899026315236821,"score_gpt":0.2691048571808162,"score_spread":0.250114594028448,"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."}}