{"id":"W4224223785","doi":"10.3390/brainsci12040482","title":"Association between Changes in White Matter Microstructure and Cognitive Impairment in White Matter Lesions","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Fractional anisotropy; Inferior longitudinal fasciculus; Diffusion MRI; Fasciculus; White matter; Hyperintensity; Superior longitudinal fasciculus; Corticospinal tract; Uncinate fasciculus; Psychology; Medicine; Cardiology; Audiology; Pathology; Magnetic resonance imaging; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003142318,0.0004282548,0.000348416,0.001159804,0.0003389403,0.0004089148,0.0002033306,0.0004172664,0.0009579294],"category_scores_gemma":[0.001790318,0.0001749014,0.0002411068,0.0005610297,0.0002921687,0.0003414584,0.0003530633,0.0003387396,0.0001669599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785917,"about_ca_system_score_gemma":0.0001546923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897632,"about_ca_topic_score_gemma":0.002299967,"domain_scores_codex":[0.9998214,0.00002863514,0.00003118999,0.00005532727,0.00003289472,0.00003062952],"domain_scores_gemma":[0.9990603,0.0001326135,0.0004966408,0.00005647538,0.0001017072,0.000152202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004108557,0.00007155906,0.9944947,0.00001968098,0.0001300921,0.0003391312,0.0001230555,0.00006522763,0.001530348,0.00002659045,0.00003744397,0.002751293],"study_design_scores_gemma":[0.000004492496,0.0001251802,0.999059,0.00000202167,0.00002053901,0.0005023095,0.00004512827,0.00007622506,0.0000964452,0.00003006962,0.00003633455,0.000002280232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995331,0.000172413,0.00005860337,0.00001296702,0.000002104903,0.000003887803,0.00005717517,0.000002424425,0.0001572754],"genre_scores_gemma":[0.9997404,0.00004814988,0.00005191136,0.000005577193,0.000006502094,0.000002466147,0.00007651871,7.457385e-7,0.00006760789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001897632,"threshold_uncertainty_score":0.003773153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759646584237306,"score_gpt":0.3428481702206956,"score_spread":0.3052517043783226,"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."}}