{"id":"W4387587790","doi":"10.1007/978-3-031-32815-2_2","title":"Cerebrospinal Fluid Biomarkers in Huntington’s Disease","year":2023,"lang":"en","type":"book-chapter","venue":"Contemporary clinical neuroscience","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Huntington's disease; Cerebrospinal fluid; Huntingtin; Disease; Medicine; Huntingtin Protein; Neurodegeneration; Neuroscience; Bioinformatics; Internal medicine; Biology","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001017932,0.0009313543,0.001061604,0.0006054332,0.0003159309,0.0002711265,0.002202366,0.0003462916,0.00012439],"category_scores_gemma":[0.0111323,0.0009403405,0.0007303731,0.0005447472,0.002582854,0.0004195158,0.001116136,0.001208793,0.001106899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006389334,"about_ca_system_score_gemma":0.001427082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009886069,"about_ca_topic_score_gemma":0.000008599091,"domain_scores_codex":[0.9910353,0.0005745206,0.00218963,0.003855195,0.001441532,0.0009038261],"domain_scores_gemma":[0.9943317,0.001860226,0.0008047484,0.001700831,0.0001048842,0.001197672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00580648,0.004333968,0.1487489,0.00146592,0.0001033128,0.02253282,0.0002229051,0.0007348158,0.377894,0.2254791,0.1909775,0.02170028],"study_design_scores_gemma":[0.008899068,0.003916499,0.3302457,0.003341483,0.0002836149,0.00004296282,0.0000338488,0.005994882,0.04151886,0.06039758,0.5354562,0.009869237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2506309,0.001025398,0.0001553491,0.008314251,0.02786437,0.007523182,0.002491268,0.002604336,0.699391],"genre_scores_gemma":[0.7377515,0.0008205958,0.00002654804,0.01021133,0.0004312651,0.00007627465,0.00002617959,0.0002778775,0.2503784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4871207,"threshold_uncertainty_score":0.9996709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1866204114978,"score_gpt":0.3607418860636837,"score_spread":0.1741214745658837,"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."}}