{"id":"W3140594830","doi":"10.1016/j.heliyon.2021.e06709","title":"Myelin water fraction decrease in individuals with chronic mild traumatic brain injury and persistent symptoms","year":2021,"lang":"en","type":"article","venue":"Heliyon","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia; BC Children's Hospital; University of British Columbia Hospital","funders":"Mitacs","keywords":"Splenium; Corpus callosum; White matter; Corticospinal tract; Traumatic brain injury; Medicine; Myelin; Cognition; Psychology; Superior longitudinal fasciculus; Internal medicine; Audiology; Cardiology; Neuroscience; Diffusion MRI; Magnetic resonance imaging; Central nervous system; Psychiatry; Radiology; Fractional anisotropy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005442774,0.0001907578,0.0003719192,0.0002544642,0.0000729418,0.00005691401,0.00006662167,0.000138912,0.001117629],"category_scores_gemma":[0.0002251597,0.0001353718,0.00007223584,0.0002736421,0.0001068831,0.0001424607,0.00006081473,0.0004281762,0.0001173557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007051,"about_ca_system_score_gemma":0.0003140074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004876932,"about_ca_topic_score_gemma":0.0001818442,"domain_scores_codex":[0.9980824,0.0001846414,0.0003446019,0.0004021662,0.000527587,0.0004586092],"domain_scores_gemma":[0.9989973,0.0001751636,0.00004253147,0.0003856119,0.00009292367,0.000306482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002465439,0.003132005,0.6417974,0.01633766,0.001712579,0.00137728,0.01924294,0.00007541796,0.1432057,0.0003400239,0.003701811,0.1666117],"study_design_scores_gemma":[0.01322899,0.003841013,0.8978879,0.008486102,0.0003791251,0.001234721,0.004090718,0.0009903336,0.05924377,0.0001497136,0.009693211,0.0007744068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896957,0.002395199,0.00004475738,0.006625189,0.00004376154,0.0005651842,0.00001140879,0.00004736643,0.0005714052],"genre_scores_gemma":[0.9966241,0.0003302062,0.0007478484,0.001045853,0.0001108442,0.00009506952,0.0000881861,0.00004084949,0.0009170186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2560905,"threshold_uncertainty_score":0.9997955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796145028380384,"score_gpt":0.3257739279182734,"score_spread":0.2778124776344695,"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."}}