{"id":"W4320918895","doi":"10.3389/fneur.2023.1100736","title":"Glymphatic system impairment in nonathlete older male adults who played contact sports in their youth associated with cognitive decline: A diffusion tensor image analysis along the perivascular space study","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Promotion and Mutual Aid Corporation for Private Schools of Japan; Japan Agency for Medical Research and Development","keywords":"Diffusion MRI; Cognition; Psychology; Cognitive decline; Glymphatic system; Medicine; Magnetic resonance imaging; Psychiatry; Pathology; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008556749,0.0003942737,0.0009524268,0.0009779794,0.0001516429,0.00005712677,0.000430108,0.0001505405,0.00001496981],"category_scores_gemma":[0.0004451249,0.0002758908,0.0001754576,0.003275157,0.0001625407,0.0001437985,0.0002565543,0.0004507776,0.000006143276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717499,"about_ca_system_score_gemma":0.00006825804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009563404,"about_ca_topic_score_gemma":0.003503994,"domain_scores_codex":[0.995823,0.001152905,0.000623813,0.001056645,0.0005619423,0.0007816838],"domain_scores_gemma":[0.9987656,0.0004128017,0.0002478337,0.000421947,0.00005649299,0.0000953357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001856146,0.0006192028,0.9807689,0.00002815888,0.00009643303,0.003729878,0.0117856,0.0007112242,0.0002910045,0.00000291656,0.00002013691,0.00009044342],"study_design_scores_gemma":[0.006662821,0.001040889,0.9002682,0.0001688035,0.0002147311,0.00003513213,0.0136732,0.07756384,0.0001105101,0.000004671189,0.000001822906,0.0002553688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969491,0.00007295018,0.0001073456,0.0002603393,0.0003109076,0.002074592,0.0000654367,0.00009568349,0.00006361367],"genre_scores_gemma":[0.999157,0.00006724388,0.000006222861,0.000430689,0.00002288019,0.000186152,0.00002963469,0.00004692041,0.00005329625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08050065,"threshold_uncertainty_score":0.9999693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007485435102177591,"score_gpt":0.2195992346669215,"score_spread":0.2121137995647439,"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."}}