{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002890259,0.0004967049,0.001189205,0.0002856879,0.0008251239,0.00007651166,0.001657364,0.0001002495,0.0004260151],"category_scores_gemma":[0.001022616,0.0004560852,0.0004476774,0.0005025789,0.0003355186,0.0001351224,0.001810549,0.0006929308,0.00003100546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003892017,"about_ca_system_score_gemma":0.0002728803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005678914,"about_ca_topic_score_gemma":0.000005747147,"domain_scores_codex":[0.9949822,0.002637188,0.0008206724,0.0007917623,0.0004627165,0.00030547],"domain_scores_gemma":[0.9909323,0.005719197,0.0006490402,0.002415658,0.0000361993,0.0002475904],"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":[0.0002585912,0.003610839,0.00003320486,0.01092412,0.0004723289,0.0002218383,0.0005075965,0.0001063348,0.0811342,0.1619296,0.00459571,0.7362056],"study_design_scores_gemma":[0.000284818,0.0001336247,0.00003055021,0.0001870579,0.0004954948,0.00002945764,0.00001013544,0.0002438105,0.002229657,0.00007403009,0.9958946,0.0003868291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006243536,0.990478,0.0002508809,0.0005474031,0.001036308,0.002702518,0.003154879,0.0001986604,0.001006999],"genre_scores_gemma":[0.00188818,0.995585,0.0001603561,0.0007541209,0.00003121647,0.0004729388,0.0001192525,0.0001122094,0.0008767652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9912988,"threshold_uncertainty_score":0.9997891,"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."}}