{"id":"W3088163913","doi":"10.1093/brain/awaa234","title":"Sex effects on brain structure in de novo Parkinson’s disease: a multimodal neuroimaging study","year":2020,"lang":"en","type":"article","venue":"Brain","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; McGill University; Montreal Neurological Institute and Hospital","funders":"Weston Brain Institute; Alzheimer's Association; Michael J. Fox Foundation for Parkinson's Research","keywords":"Atrophy; Thalamus; Temporal lobe; Parkinson's disease; Psychology; Gyrus; Frontal lobe; Neuroscience; White matter; Postcentral gyrus; Brain morphometry; Neurodegeneration; Basal ganglia; Medicine; Disease; Magnetic resonance imaging; Pathology; Functional magnetic resonance imaging; Central nervous system; Epilepsy; Radiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000120748,0.0002904895,0.0003711914,0.0001215267,0.00006715046,0.00003494439,0.0001196878,0.00005318378,0.00007469766],"category_scores_gemma":[0.0007512454,0.0002563269,0.0001000369,0.0002711992,0.0000186538,0.00005758003,0.00006438874,0.0002728246,0.00003725958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306951,"about_ca_system_score_gemma":0.0001418178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005322093,"about_ca_topic_score_gemma":0.00003111368,"domain_scores_codex":[0.9981543,0.0002446299,0.0001939033,0.0006317375,0.0003518641,0.0004234955],"domain_scores_gemma":[0.9986723,0.0002972692,0.00005123362,0.0003149988,0.00001552382,0.0006486677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002156879,0.001929983,0.918455,0.0002987706,0.0001911151,0.0194052,0.003033247,0.0001276148,0.01212968,0.00006951515,0.004410315,0.03779271],"study_design_scores_gemma":[0.0102196,0.0008833039,0.9705444,0.0001110634,0.0001138574,0.00001890142,0.000178383,0.004384639,0.001122383,0.0001641405,0.01202335,0.0002359949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775605,0.0001387742,0.00007859718,0.0205212,0.00008625582,0.001307892,0.00006803455,0.0001266022,0.0001121692],"genre_scores_gemma":[0.9760416,0.000001851197,0.0002827166,0.02311864,0.0002179464,0.00007703858,0.00004402734,0.00005366262,0.0001625644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0520894,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428720209114729,"score_gpt":0.2788357059511272,"score_spread":0.2645485038599799,"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."}}