{"id":"W4403094703","doi":"10.17816/acen.1127","title":"Glymphatic System Assessment Using DTI-ALPS in Age-Dependent Neurodegenerative Diseases","year":2024,"lang":"en","type":"article","venue":"Annals of Clinical and Experimental Neurology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glymphatic system; Neuroscience; Medicine; Psychology; Cerebrospinal fluid","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":[],"consensus_categories":[],"category_scores_codex":[0.0002643156,0.0002008975,0.0005419492,0.0001207272,0.0000768287,0.00006277207,0.0001783543,0.0001026607,0.00003564122],"category_scores_gemma":[0.0001290548,0.0001694945,0.0001625471,0.0001772911,0.0004235105,0.0001760036,0.0002156537,0.0002350713,0.00001249878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007958442,"about_ca_system_score_gemma":0.00007541272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006554813,"about_ca_topic_score_gemma":0.000005106339,"domain_scores_codex":[0.997346,0.0005354928,0.0008296662,0.0007240573,0.0002501483,0.0003146158],"domain_scores_gemma":[0.9989744,0.00055019,0.00009639819,0.0001857593,0.00001622399,0.0001769564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002017298,0.002816424,0.03383541,0.000597284,0.0000717126,0.006489992,0.0006579304,0.001069469,0.8867688,0.06034585,0.0004645426,0.004865309],"study_design_scores_gemma":[0.00494038,0.0102019,0.08465162,0.0004639855,0.0001047173,0.0009349122,0.0004983661,0.2166614,0.6758087,0.002528172,0.002020072,0.001185676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954475,0.001744331,0.00002220011,0.0006671326,0.001095986,0.0002129181,0.0000264317,0.00006352617,0.0007200376],"genre_scores_gemma":[0.99698,0.0002578966,0.00002164607,0.00246787,0.0001880068,0.00001678117,0.000002069631,0.00002249871,0.00004319783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.215592,"threshold_uncertainty_score":0.6911784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1589270998578383,"score_gpt":0.4552700777833764,"score_spread":0.2963429779255381,"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."}}