{"id":"W7116678996","doi":"10.5114/pjr/209785","title":"Assessing glymphatic dysfunction using the diffusion tensor image analysis along the perivascular space (DTI-ALPS) index in gliomas and metastases","year":2025,"lang":"en","type":"article","venue":"Polish Journal of Radiology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Glymphatic system; Diffusion MRI; Perivascular space; Index (typography); Diffusion; Biomarker; Space (punctuation)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009697935,0.000162637,0.0004666247,0.0006540197,0.0003772178,0.0002448832,0.0003207788,0.00007098452,0.00002614766],"category_scores_gemma":[0.001193152,0.00009061733,0.0002228318,0.001402618,0.0003883736,0.0004542447,0.000117087,0.0002987772,5.568107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153402,"about_ca_system_score_gemma":0.0001208665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004232816,"about_ca_topic_score_gemma":0.00009898029,"domain_scores_codex":[0.9979285,0.0008241631,0.0004762269,0.0002376384,0.0002384913,0.0002949772],"domain_scores_gemma":[0.9986624,0.0006469695,0.0003224178,0.0002293302,0.00008013368,0.00005877549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002784664,0.0001797859,0.2961009,0.000060355,0.0005650427,0.000410453,0.001196855,0.008832608,0.6863587,0.002371596,0.0003577831,0.00328748],"study_design_scores_gemma":[0.00232539,0.0001758334,0.8866023,0.0001379378,0.002114871,0.005670706,0.002550262,0.08422717,0.0139639,0.001423978,0.0005302283,0.000277432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870559,0.00234978,0.008470431,0.001595278,0.0003178339,0.0001092053,0.000002694533,0.000007316241,0.00009154119],"genre_scores_gemma":[0.9986569,0.000412382,0.0001584461,0.0006030039,0.0001350884,0.000001643214,6.024433e-7,0.000008950372,0.00002300182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6723948,"threshold_uncertainty_score":0.3695267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294488441435302,"score_gpt":0.3072153774380578,"score_spread":0.2842704930237048,"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."}}