{"id":"W3190364745","doi":"10.1111/jon.12912","title":"Gray matter blood‐brain barrier water exchange dynamics are reduced in progressive multiple sclerosis","year":2021,"lang":"en","type":"article","venue":"Journal of Neuroimaging","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Neurological Disorders and Stroke; National Institutes of Health; Oregon Health and Science University; Conrad N. Hilton Foundation; National Multiple Sclerosis Society","keywords":"White matter; Medicine; Multiple sclerosis; Nuclear medicine; Cerebral blood flow; Pathology; Nuclear magnetic resonance; Magnetic resonance imaging; Internal medicine; Radiology","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":[0.0005489098,0.0002387663,0.0006262825,0.0004318545,0.0001126943,0.00009894445,0.000180573,0.00006028032,0.0003729779],"category_scores_gemma":[0.001485358,0.0001701158,0.0002437766,0.0003201455,0.0001299628,0.0002951949,0.0002626575,0.0008641437,0.00002609216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664197,"about_ca_system_score_gemma":0.0001022331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001449371,"about_ca_topic_score_gemma":0.00003868638,"domain_scores_codex":[0.9973828,0.0002662337,0.0006806267,0.0003329779,0.0007232882,0.0006140657],"domain_scores_gemma":[0.9982386,0.0002500575,0.0002760234,0.0003255744,0.0006410168,0.0002687147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001687673,0.0003380804,0.4587382,0.00026259,0.0001349067,0.00436456,0.001096,0.0000146657,0.5284207,6.176554e-7,0.00370871,0.00275209],"study_design_scores_gemma":[0.00558703,0.0001740159,0.9003078,0.001771044,0.0001158124,0.0014811,0.001194477,0.001530411,0.08619555,0.00001899926,0.001378958,0.000244802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965336,0.001007914,0.00002528376,0.03271064,0.0002848846,0.0002648195,0.00001485012,0.00001620509,0.0003393714],"genre_scores_gemma":[0.9955617,0.0003514637,0.001072515,0.002077071,0.0003452014,0.00001684662,0.000008389651,0.00005794094,0.0005088232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4422252,"threshold_uncertainty_score":0.6937122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05495181184658154,"score_gpt":0.3045806020943603,"score_spread":0.2496287902477787,"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."}}