{"id":"W4400857179","doi":"10.1002/acn3.52145","title":"Axonal injury, sleep disturbances, and memory following traumatic brain injury","year":2024,"lang":"en","type":"article","venue":"Annals of Clinical and Translational Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Novartis Pharmaceuticals Corporation; University of Southern California; Biogen; Eli Lilly and Company; Bristol-Myers Squibb; BioClinica; U.S. Department of Defense; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics; National Institute on Aging; Alzheimer's Association","keywords":"Traumatic brain injury; Medicine; Diffuse axonal injury; Sleep (system call); Neuroimaging; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000622165,0.0002745104,0.0002422647,0.0008215781,0.0004453989,0.0005276219,0.0003130462,0.0002692447,0.001434502],"category_scores_gemma":[0.002017579,0.0001139971,0.0003124081,0.0007888016,0.0002493799,0.0003475262,0.0007007829,0.0003262068,0.0002261614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003557876,"about_ca_system_score_gemma":0.0003346188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262476,"about_ca_topic_score_gemma":0.02300899,"domain_scores_codex":[0.9997502,0.00004783677,0.00005491862,0.00005030919,0.00004509098,0.00005164355],"domain_scores_gemma":[0.9985891,0.000104285,0.0009612906,0.00005625377,0.0001726523,0.0001165163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002163925,0.00005151785,0.9967864,0.00003880595,0.00009112457,0.00004483921,0.00009250937,0.0000360852,0.0001524259,0.000005159433,0.00009133686,0.002393309],"study_design_scores_gemma":[0.000002999347,0.00007101885,0.9996201,0.00001238275,0.00001732075,0.00007526159,0.00007493886,0.00002658847,0.00003508487,0.000007912356,0.00005517857,0.00000121191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986601,0.0003685883,0.00003792597,0.0000323748,0.000004263763,0.000009593367,0.0006365461,0.000002375132,0.0002482108],"genre_scores_gemma":[0.9979832,0.0003180179,0.00006300891,0.00002403295,0.00001126595,0.00001432924,0.001374073,0.000001098069,0.0002109145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262476,"threshold_uncertainty_score":0.02510256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2183885290328436,"score_gpt":0.4771375279483658,"score_spread":0.2587489989155222,"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."}}