{"id":"W2157707759","doi":"10.1148/radiol.14140417","title":"Regional but Not Global Brain Damage Contributes to Fatigue in Multiple Sclerosis","year":2014,"lang":"en","type":"article","venue":"Radiology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"White matter; Medicine; Atrophy; Diffusion MRI; Magnetic resonance imaging; Multiple sclerosis; Nuclear medicine; Pathology; Radiology; 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":[0.0003903217,0.0003659753,0.0003274076,0.0003905623,0.0001625779,0.0001604378,0.0001217033,0.000242638,0.001130108],"category_scores_gemma":[0.000874691,0.0001373269,0.0001512521,0.0001563661,0.0003498543,0.0002486029,0.000275235,0.0001692724,0.0001453676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557235,"about_ca_system_score_gemma":0.0001161045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009085269,"about_ca_topic_score_gemma":0.001814825,"domain_scores_codex":[0.9999101,0.00002384044,0.000009618768,0.00002800536,0.00001666472,0.00001167465],"domain_scores_gemma":[0.9995611,0.00008763924,0.0002227279,0.00003120323,0.00004027776,0.00005704959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002171705,0.0002004146,0.9088031,0.0002379691,0.0002336639,0.0006423617,0.0003356368,0.0005701695,0.05104713,0.0000406269,0.0001695266,0.03554774],"study_design_scores_gemma":[0.00002961485,0.0005713134,0.9970719,0.000008839586,0.00004150476,0.001171222,0.00003604772,0.0002786847,0.0006661331,0.00004173373,0.00007956713,0.000003509702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993123,0.0003674127,0.0001488535,0.00001703195,0.000001412798,0.000008676707,0.00002987681,0.000003990179,0.0001104408],"genre_scores_gemma":[0.9994862,0.0001335777,0.0002175071,0.00001836397,0.00001003729,0.000006627942,0.00006507794,0.000001431882,0.00006113885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001130108,"threshold_uncertainty_score":0.003780603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225455308593784,"score_gpt":0.3391463034175912,"score_spread":0.2166007725582128,"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."}}