{"id":"W2050944180","doi":"10.1007/s00415-002-0686-4","title":"Magnetization transfer can predict clinical evolution in patients with multiple sclerosis","year":2002,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; Medical Research Council Canada; Multiple Sclerosis Society of Canada; National Multiple Sclerosis Society","keywords":"Multiple sclerosis; Neuroradiology; Expanded Disability Status Scale; White matter; Medicine; Magnetization transfer; Neurology; Magnetic resonance imaging; Central nervous system disease; Predictive value; Nuclear medicine; Radiology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003370238,0.000106808,0.000391992,0.0002731046,0.00003780566,0.000006091886,0.00008817859,0.0001101446,0.0001042171],"category_scores_gemma":[0.0008181409,0.00007604154,0.00008827166,0.0002329292,0.0001520215,0.0000895107,0.00001996883,0.0005865783,0.00000519757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005109828,"about_ca_system_score_gemma":0.00003786044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000183165,"about_ca_topic_score_gemma":0.0001296989,"domain_scores_codex":[0.9982405,0.0002673553,0.0006290672,0.0001665929,0.0004435754,0.0002529049],"domain_scores_gemma":[0.9990174,0.000237837,0.0001176659,0.0001322298,0.0003440025,0.0001508574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00177816,0.000755073,0.9906376,0.00001574692,0.00004398519,0.00002891092,0.00009722982,0.0001097049,0.0003520075,0.000001650251,0.0007270224,0.005452885],"study_design_scores_gemma":[0.01076091,0.007735734,0.9793155,0.00005240469,0.00004168575,0.00002111413,0.000007715203,0.001644554,0.00001606127,0.00000277456,0.0003490782,0.0000524633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957628,0.00009659999,0.0002207996,0.003343157,0.0001766754,0.0002972636,0.000007014858,0.000008811119,0.00008692659],"genre_scores_gemma":[0.9986453,0.0005137278,0.0001467863,0.000473747,0.0001770008,0.000004507726,0.000002555746,0.00001573385,0.00002063464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132212,"threshold_uncertainty_score":0.3100884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06685728269786091,"score_gpt":0.285155927005899,"score_spread":0.2182986443080381,"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."}}