{"id":"W4412544990","doi":"10.1016/j.yacr.2025.05.010","title":"Advances in Imaging the Glymphatic System","year":2025,"lang":"en","type":"article","venue":"Advances in Clinical Radiology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"American Society of Neuroradiology; Radiological Society of North America; Alzheimer's Drug Discovery Foundation","keywords":"Glymphatic system; Psychology; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002841171,0.0008038549,0.0007694613,0.003688077,0.0003903124,0.002341618,0.001220744,0.001425248,0.003839778],"category_scores_gemma":[0.004939553,0.0004016341,0.0005481542,0.00201213,0.001391159,0.003786519,0.001198685,0.002595079,0.001428818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419758,"about_ca_system_score_gemma":0.002133154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003015086,"about_ca_topic_score_gemma":0.004092281,"domain_scores_codex":[0.999423,0.0001792968,0.0000607966,0.0001094198,0.0001567435,0.00007071475],"domain_scores_gemma":[0.9957719,0.002419302,0.0003383757,0.0002466153,0.0009650085,0.00025873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003991991,0.000223641,0.009085439,0.006884441,0.0002313487,0.002115718,0.0004961503,0.002548026,0.06208232,0.02897188,0.02244666,0.8645152],"study_design_scores_gemma":[0.00008527475,0.0005815519,0.01834508,0.005158395,0.0005156791,0.02935726,0.0008632179,0.009383059,0.04825944,0.04631985,0.8408716,0.0002595209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02308891,0.8557009,0.06908366,0.02085615,0.002019982,0.00006242751,0.0003024167,0.0005709894,0.02831464],"genre_scores_gemma":[0.1241262,0.7066514,0.1511183,0.005237907,0.00656702,0.0001001338,0.0004160972,0.0003557302,0.005427164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003839778,"threshold_uncertainty_score":0.01502573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281739015651239,"score_gpt":0.3924533257077597,"score_spread":0.3696359355512473,"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."}}