{"id":"W3113153326","doi":"10.1093/neuonc/noaa222.608","title":"NFB-04. EXAMINING DIFFUSION, ARTERIAL SPIN-LABELED PERFUSION, AND VOLUMETRIC CHANGES IN THE NEUROFIBROMATOSIS TYPE 1 BRAIN USING AN ATLAS-BASED, MULTI-PARAMETRIC APPROACH","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Brain atlas; Cerebral blood flow; Putamen; White matter; Magnetic resonance imaging; Diffusion MRI; Effective diffusion coefficient; Globus pallidus; Thalamus; Caudate nucleus; Cardiology; Nuclear medicine; Basal ganglia; Neuroscience; Internal medicine; Psychology; Radiology; Central nervous system","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":[0.0004179797,0.0003081809,0.0006452234,0.0005469486,0.000187682,0.00004372156,0.0002524429,0.0002340707,0.00006129127],"category_scores_gemma":[0.001588592,0.0002272939,0.00005206736,0.002609791,0.0001677537,0.00008233621,0.0001414345,0.0005835068,0.00001711265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000657357,"about_ca_system_score_gemma":0.0002096698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019955,"about_ca_topic_score_gemma":0.00003209573,"domain_scores_codex":[0.9973171,0.0007603547,0.0004211479,0.0006954352,0.000329809,0.0004761743],"domain_scores_gemma":[0.9982523,0.0008219879,0.0002049077,0.0003248394,0.00008621822,0.0003097735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00385583,0.003271228,0.06382125,0.0004057235,0.00004351287,0.00807639,0.007347467,0.0005573382,0.8795888,0.00004658049,0.002102475,0.03088342],"study_design_scores_gemma":[0.02969662,0.02929062,0.3064845,0.0001418291,0.0006076811,0.01375509,0.003892277,0.5903571,0.009067013,0.00001862445,0.01536151,0.001327174],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937806,0.0002333538,0.0003116278,0.004342431,0.0003439224,0.000762729,0.000006239977,0.00008154823,0.000137564],"genre_scores_gemma":[0.9856608,0.00002348494,0.002436431,0.0112656,0.0004771647,0.00002833411,0.00004652028,0.0000498802,0.00001179718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8705218,"threshold_uncertainty_score":0.9268778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0896814171976663,"score_gpt":0.3218216275368122,"score_spread":0.2321402103391459,"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."}}