{"id":"W2024101017","doi":"10.1212/wnl.0b013e31827deb99","title":"Clinically feasible MTR is sensitive to cortical demyelination in MS","year":2012,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research","keywords":"Multiple sclerosis; Cortex (anatomy); Magnetization transfer; White matter; Myelin; Nuclear medicine; Cerebral cortex; Medicine; Magnetic resonance imaging; Pathology; Biology; Neuroscience; Central nervous system; 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":[0.000575578,0.00009359055,0.00027734,0.0001457104,0.00003997839,0.000003915026,0.00005229575,0.0001254631,0.0001259385],"category_scores_gemma":[0.00300636,0.00008135597,0.00004802983,0.000207917,0.000101349,0.00004673238,0.0001322994,0.0004658841,0.0004810469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002860048,"about_ca_system_score_gemma":0.00003727299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007016279,"about_ca_topic_score_gemma":0.00006700437,"domain_scores_codex":[0.9985409,0.0001996416,0.000291241,0.0002452956,0.0002343605,0.0004885172],"domain_scores_gemma":[0.9987307,0.0006740044,0.00003107947,0.0001851098,0.0001237266,0.0002554432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002045958,0.0004107429,0.9623103,0.00001774889,0.00002982423,0.00005474567,0.001010202,0.000004677357,0.02029854,0.0001699591,0.00484639,0.008800893],"study_design_scores_gemma":[0.001013271,0.00127543,0.99052,0.000007413154,0.00001198357,0.00002537451,0.00001585728,0.0004515774,0.0009091964,0.00001005173,0.005701501,0.00005833464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674481,0.00001758876,0.0001188543,0.02817529,0.0001896711,0.000409951,0.00000389487,0.00003105201,0.00360562],"genre_scores_gemma":[0.980721,0.00007679561,0.0005192926,0.01823784,0.0003008665,0.00003228269,0.00000351947,0.00001344475,0.00009496823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02820969,"threshold_uncertainty_score":0.6183046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0918214653665779,"score_gpt":0.4055465826756842,"score_spread":0.3137251173091063,"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."}}