{"id":"W2035718055","doi":"10.1007/s12311-014-0634-8","title":"The Role of the Cerebellum in Multiple Sclerosis","year":2015,"lang":"en","type":"article","venue":"The Cerebellum","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Lundbeckfonden","keywords":"Cerebellum; Neuroimaging; Magnetic resonance imaging; Neurology; Medicine; Multiple sclerosis; Neuroscience; Disease; Pathology; Psychology; Physical medicine and rehabilitation; Radiology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001615951,0.000215893,0.0003621301,0.00006480558,0.0004197323,0.00003493776,0.0008343371,0.00008819543,0.00004265723],"category_scores_gemma":[0.002171213,0.00009333973,0.0001887362,0.0006159372,0.0009461283,0.00006346452,0.0007053441,0.0005364208,0.00009631166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747086,"about_ca_system_score_gemma":0.0002141435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799274,"about_ca_topic_score_gemma":0.002371291,"domain_scores_codex":[0.9973397,0.0003810786,0.000453506,0.0002794256,0.0009287853,0.0006174615],"domain_scores_gemma":[0.9973004,0.0008254841,0.000161327,0.001282816,0.0002670327,0.0001629395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001541119,0.0009082216,0.7400171,0.0001333,0.0005387884,0.000004905194,0.01924186,0.0003084479,0.115895,0.001389973,0.03507941,0.08494183],"study_design_scores_gemma":[0.006005695,0.0003068988,0.8019633,0.0004326323,0.0001066781,0.00001264224,0.01831176,0.007115205,0.06737618,0.001987646,0.09605676,0.0003246143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651981,0.003535049,0.000006683422,0.01155106,0.0003666379,0.001503052,0.00002083071,0.00004954829,0.01776904],"genre_scores_gemma":[0.9962293,0.0006586323,0.00005818638,0.0001995191,0.0001996774,0.00009263349,0.000002228508,0.00003500439,0.002524805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08461722,"threshold_uncertainty_score":0.3806284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09086403951192534,"score_gpt":0.279832151183498,"score_spread":0.1889681116715726,"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."}}