{"id":"W4413048462","doi":"10.1177/18796397251358017","title":"The role of oligodendroglial dysfunction in Huntington's disease","year":2025,"lang":"en","type":"review","venue":"Journal of Huntington s Disease","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Key Research and Development Program of China; Vetenskapsrådet; National Natural Science Foundation of China; Hjärnfonden; Bundesministerium für Bildung und Forschung; BC Children's Hospital; Michael Smith Health Research BC; Knut och Alice Wallenbergs Stiftelse; Deutsche Forschungsgemeinschaft; Huntington Society of Canada; Children's Health Research Institute","keywords":"Huntington's disease; Oligodendrocyte; Neuroscience; White matter; Huntingtin; Biology; Myelin; Disease; Pathology; Medicine; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007020861,0.0006352933,0.001564696,0.0007987635,0.0002782856,0.0002169567,0.001401672,0.000123813,0.00005257953],"category_scores_gemma":[0.009414144,0.0004485832,0.001582132,0.001084076,0.0003088326,0.0002716605,0.0003583171,0.0007883756,0.00002183262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485862,"about_ca_system_score_gemma":0.002726693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005620475,"about_ca_topic_score_gemma":0.000004383962,"domain_scores_codex":[0.9940377,0.001313203,0.002193069,0.0006634583,0.001198611,0.000593917],"domain_scores_gemma":[0.9937002,0.001683854,0.002843776,0.0008146194,0.000328667,0.0006289027],"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":[0.001023323,0.001517738,0.002725369,0.01704691,0.0001371148,0.0001140503,0.00006857738,0.000293413,0.0008835606,0.002073495,0.001081771,0.9730347],"study_design_scores_gemma":[0.001304859,0.0001762567,0.001698502,0.02327625,0.003470499,0.000006467534,0.00009731312,0.00005399714,0.01108813,0.002029952,0.9558781,0.0009197139],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0206619,0.976017,0.00001059349,0.0001135654,0.001515896,0.0008796191,0.0002194121,0.00002475859,0.0005572643],"genre_scores_gemma":[0.02975533,0.9689546,0.00002115258,0.0001202724,0.0005333518,0.00006024133,0.00000912722,0.00007663935,0.0004693035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.972115,"threshold_uncertainty_score":0.9997966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218876444276856,"score_gpt":0.3013188633041183,"score_spread":0.2794312188764327,"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."}}