{"id":"W4366083071","doi":"10.1259/bjr.20220315","title":"Evaluation of glymphatic system activity by diffusion tensor image analysis along the perivascular space (DTI-ALPS) in dementia patients","year":2023,"lang":"en","type":"article","venue":"British Journal of Radiology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffusion MRI; Dementia; Medicine; Cognitive impairment; Montreal Cognitive Assessment; Nuclear medicine; Cardiology; Pathology; Magnetic resonance imaging; Radiology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004380723,0.0004771111,0.0002131294,0.001120221,0.0002844735,0.000334018,0.0001189012,0.0002826613,0.0008581955],"category_scores_gemma":[0.00082436,0.0001307071,0.0001825966,0.0003758656,0.000215679,0.0003070708,0.0002539936,0.0001558227,0.0001548895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161438,"about_ca_system_score_gemma":0.0001556792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025417,"about_ca_topic_score_gemma":0.001318739,"domain_scores_codex":[0.9998493,0.00003518702,0.00003222894,0.00003694425,0.0000251783,0.0000212208],"domain_scores_gemma":[0.9997337,0.00002238836,0.0001376919,0.00001273984,0.00004337626,0.00005009556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001143537,0.00009480023,0.9764503,0.00006778356,0.0001187383,0.001308155,0.0003264343,0.0001245706,0.01376677,0.00004088088,0.00009303464,0.006465097],"study_design_scores_gemma":[0.00002828749,0.0005098534,0.9943685,0.00001274275,0.00005399382,0.002581005,0.0002328358,0.0004247445,0.001500349,0.00005465457,0.000226401,0.00000667629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994193,0.0001606477,0.0001127458,0.000008569001,0.000001408543,0.000008932233,0.00006125598,0.000003099718,0.0002241375],"genre_scores_gemma":[0.9993911,0.00008611394,0.0002713974,0.000005471092,0.000004930582,0.000007726226,0.0001098302,0.000001058877,0.0001224802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001120221,"threshold_uncertainty_score":0.002870917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663372935501848,"score_gpt":0.2617822900666357,"score_spread":0.2451485607116172,"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."}}