{"id":"W4377197095","doi":"10.1111/jon.13125","title":"Repeatability of neurite orientation dispersion and density imaging in patients with traumatic brain injury","year":2023,"lang":"en","type":"article","venue":"Journal of Neuroimaging","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Army Medical Research Acquisition Activity; UCB Pharma; National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; Greenwich Biosciences; University of Colorado Denver; National Institutes of Health; Epilepsy Society; University of Oxford; University of Cambridge; LivaNova; U.S. Department of Veterans Affairs; Providence Health Care; Serina Therapeutics; Emory University; Cleveland Clinic; Vanderbilt University; Brown University; NeuroPace; McKnight Foundation; Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Department of Defense","keywords":"Repeatability; Medicine; White matter; Traumatic brain injury; Diffusion MRI; Neurite; Nuclear medicine; Magnetic resonance imaging; Radiology; Biology; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019844,0.0001019287,0.0003278719,0.0005257601,0.0000401127,0.0000216402,0.00007467651,0.00001709933,0.000007712044],"category_scores_gemma":[0.0008806381,0.00007949128,0.00005093825,0.0005764131,0.0001206443,0.000364216,0.00005343377,0.0003415734,0.000001256884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006045483,"about_ca_system_score_gemma":0.00006502348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001460661,"about_ca_topic_score_gemma":0.000002044338,"domain_scores_codex":[0.9983084,0.0001595889,0.0005618609,0.0001734683,0.0005999318,0.0001967969],"domain_scores_gemma":[0.9988467,0.0002973206,0.0002823585,0.0002060985,0.0002568978,0.0001105873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007214508,0.0001313644,0.9676547,0.0002362383,0.000009660993,0.00009363363,0.001141979,0.000006228502,0.003297471,0.000004111402,0.000115023,0.02658815],"study_design_scores_gemma":[0.002365698,0.0004018975,0.9944011,0.0004221338,0.00002957969,0.00009395467,0.0003350252,0.001384247,0.0003804851,0.0001163956,0.00001135991,0.00005811916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968657,0.0000179956,0.00007266757,0.002668434,0.00007433912,0.0002516248,0.000003316853,0.00001418632,0.00003173858],"genre_scores_gemma":[0.9992684,0.000009901234,0.0005212933,0.0001444652,0.00002281261,9.074776e-7,0.000003836159,0.0000175326,0.00001087472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02674641,"threshold_uncertainty_score":0.324156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601247587273142,"score_gpt":0.3333173425144174,"score_spread":0.2973048666416859,"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."}}