{"id":"W4404131231","doi":"10.1016/j.molmed.2024.10.007","title":"Follow the CSF flow: probing multiciliated ependymal cells in brain pathology","year":2024,"lang":"en","type":"review","venue":"Trends in Molecular Medicine","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mila - Quebec Artificial Intelligence Institute; McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Ependymal Cell; Pathology; Ependyma; Medicine; Biology; Neuroscience; Central nervous system; Immunohistochemistry","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":[0.0009196667,0.001226666,0.001470422,0.001731428,0.0002682971,0.001533564,0.001123234,0.001886871,0.002078894],"category_scores_gemma":[0.0006647488,0.0003641014,0.000508187,0.001469876,0.001140711,0.00213212,0.0009662911,0.002659058,0.002218726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007768821,"about_ca_system_score_gemma":0.000905378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090651,"about_ca_topic_score_gemma":0.002011425,"domain_scores_codex":[0.9997905,0.0000338162,0.00001723227,0.00003844241,0.00009010619,0.00002988353],"domain_scores_gemma":[0.9997199,0.000121605,0.00003603205,0.00001097164,0.0000778071,0.00003362472],"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":[0.0001308248,0.00007182424,0.0002400124,0.009923323,0.00006988745,0.0003272956,0.00007839424,0.0004944458,0.0128157,0.005647166,0.02184954,0.9483516],"study_design_scores_gemma":[0.00004700987,0.000156169,0.001483459,0.002634021,0.0001763671,0.0019886,0.0001323196,0.0003492126,0.008011663,0.006093708,0.9788659,0.00006153233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001922026,0.9979942,0.0004795004,0.0003029371,0.0002603014,0.000005715041,0.00001659832,0.00001102392,0.0007375517],"genre_scores_gemma":[0.001292381,0.9966623,0.0005976979,0.0002664176,0.0002063458,0.000009085722,0.00002889224,0.000002964123,0.0009341061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002078894,"threshold_uncertainty_score":0.00695461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07715031694778911,"score_gpt":0.3508744056155788,"score_spread":0.2737240886677896,"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."}}