{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007588455,0.0002003481,0.0006444182,0.0001829107,0.0001006509,0.00001382235,0.0002176588,0.0001724182,0.00005372127],"category_scores_gemma":[0.007655523,0.000173679,0.00009687278,0.000378742,0.000318001,0.00004347599,0.0001748387,0.0002510035,0.000119275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144374,"about_ca_system_score_gemma":0.00007712765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007672737,"about_ca_topic_score_gemma":0.001082001,"domain_scores_codex":[0.997897,0.0003433186,0.0003628706,0.0004804834,0.0002475568,0.0006688118],"domain_scores_gemma":[0.9977725,0.001381725,0.0000531292,0.0004059726,0.0001387525,0.0002479543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001265794,0.000229819,0.7204641,0.00006796526,0.0001734192,0.00002946328,0.0002684603,0.0002194206,0.1562805,0.00276186,0.09894295,0.01929633],"study_design_scores_gemma":[0.004901729,0.00036688,0.9755461,0.0001130389,0.00001110341,0.00001903086,0.00009928876,0.002554144,0.001794499,0.0001068619,0.01433672,0.0001505597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555836,0.0001811504,0.002347757,0.03972694,0.0001603402,0.0007074471,0.00006375074,0.00007161062,0.001157371],"genre_scores_gemma":[0.990143,0.00008574947,0.001594638,0.007484969,0.0002435583,0.0001381301,0.00004867757,0.0000157998,0.0002454909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2550821,"threshold_uncertainty_score":0.9164929,"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."}}