{"id":"W4308342219","doi":"10.1093/braincomms/fcac288","title":"Ependymal cells and neurodegenerative disease: outcomes of compromised ependymal barrier function","year":2022,"lang":"en","type":"review","venue":"Brain Communications","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Ependymal Cell; Disease; Function (biology); Neuroscience; Biology; Medicine; Cell biology; Pathology; Central nervous system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003199415,0.0007372416,0.0009489553,0.002001882,0.0002230739,0.0008391912,0.0005661327,0.0007840467,0.001882969],"category_scores_gemma":[0.0004933364,0.0001602329,0.000368828,0.001472406,0.0004384143,0.000968166,0.0006627492,0.001084878,0.0009564803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000442755,"about_ca_system_score_gemma":0.0006968075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007395261,"about_ca_topic_score_gemma":0.001235184,"domain_scores_codex":[0.9998872,0.00001668006,0.00001839117,0.00001884532,0.00004432734,0.00001456795],"domain_scores_gemma":[0.9998776,0.00005288667,0.00001964314,0.000003984886,0.00003178693,0.00001405498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008715938,0.00004731119,0.00049986,0.01366848,0.00009421776,0.0004931315,0.0001030119,0.0003861421,0.004366283,0.006107087,0.01955892,0.9545885],"study_design_scores_gemma":[0.00001335632,0.0001126348,0.003325605,0.004429624,0.0001321091,0.004725662,0.0001361703,0.0001226136,0.001451677,0.003567106,0.9819583,0.00002504193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002535521,0.9981939,0.0001359613,0.0001579014,0.0001526844,0.000003674701,0.00001973957,0.000007102457,0.001075463],"genre_scores_gemma":[0.001213144,0.9978531,0.0001655187,0.00008414174,0.0001091342,0.000005342836,0.00002889244,0.000001221009,0.0005394645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002001882,"threshold_uncertainty_score":0.006299138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1568751522462239,"score_gpt":0.3463960587678581,"score_spread":0.1895209065216342,"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."}}