{"id":"W4353054356","doi":"10.1055/s-0043-1761492","title":"Correlation of brain segmental volume changes with clinical parameters: a longitudinal study in multiple sclerosis patients","year":2023,"lang":"en","type":"article","venue":"Arquivos de Neuro-Psiquiatria","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrophy; Brain size; Magnetic resonance imaging; Multiple sclerosis; Expanded Disability Status Scale; Nuclear medicine; White matter; Beck Depression Inventory; Psychology; Medicine; Globus pallidus; Cardiology; Internal medicine; Radiology; Anxiety; Basal ganglia; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007255711,0.0003539525,0.0003465394,0.000768984,0.000537637,0.0004887223,0.0002742946,0.0006037327,0.001072826],"category_scores_gemma":[0.001753744,0.0002435208,0.0003104003,0.0006204909,0.0002306659,0.0005044833,0.0003421695,0.0005672165,0.0002831765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685692,"about_ca_system_score_gemma":0.0001770076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155988,"about_ca_topic_score_gemma":0.001236248,"domain_scores_codex":[0.9996419,0.00008589275,0.00003758766,0.0001044467,0.0000805321,0.00004967536],"domain_scores_gemma":[0.9989548,0.0001270655,0.0004375597,0.0000918036,0.0001716618,0.0002171333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002744936,0.00006267914,0.9975625,0.00000549766,0.0000762983,0.0001077116,0.00007813486,0.00003597384,0.0004542866,0.000005200029,0.00004057095,0.001296623],"study_design_scores_gemma":[0.000008531961,0.0002598099,0.9989503,0.000002750207,0.00002407187,0.0004209077,0.00005620772,0.00009420331,0.0000797495,0.00001091747,0.00008942874,0.000003236743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994516,0.0001696441,0.00006150504,0.00001500276,0.000002736874,0.00000598797,0.0001453668,0.000002929027,0.0001452004],"genre_scores_gemma":[0.9994199,0.00005718004,0.00007636539,0.00001228894,0.000008492426,0.00001172948,0.0002984883,0.000001654401,0.0001139975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001155988,"threshold_uncertainty_score":0.003837228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1773460567459215,"score_gpt":0.3640912145659899,"score_spread":0.1867451578200685,"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."}}