{"id":"W2799820439","doi":"10.1002/hbm.24191","title":"Natural biological variation of white matter microstructure is accentuated in Huntington's disease","year":2018,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University College London Hospitals NHS Foundation Trust; National Institute for Health and Care Research; Cure Huntington's Disease Initiative; CHDI Foundation; Wellcome Trust; Medical Research Council; Wellcome","keywords":"White matter; Neuroscience; Biology; Huntington's disease; Diffusion MRI; Disease; Genetics; Psychology; Pathology; Medicine; Magnetic resonance imaging","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003857408,0.0001639511,0.0002035329,0.0005651598,0.0001790268,0.0002599737,0.0001271573,0.0002218593,0.0005360722],"category_scores_gemma":[0.001339836,0.0001550591,0.0001283711,0.0003206695,0.000439909,0.000252212,0.000303102,0.0002165606,0.00004493853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044143,"about_ca_system_score_gemma":0.0001196175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341799,"about_ca_topic_score_gemma":0.002520375,"domain_scores_codex":[0.999759,0.00005596577,0.00002352474,0.0001103577,0.00003307199,0.00001819778],"domain_scores_gemma":[0.9990821,0.0002497715,0.0004515452,0.000103494,0.00004905332,0.00006408885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000796091,0.00008641952,0.8180586,0.00005856902,0.0003090525,0.0008041216,0.0009086695,0.0009464468,0.1648916,0.0005546315,0.0001758129,0.01241003],"study_design_scores_gemma":[0.000001793028,0.00002424668,0.998703,0.00000131589,0.000006223733,0.0002248325,0.00002431207,0.0002841785,0.0005707212,0.0001150605,0.00004172012,0.000002645939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992315,0.00008859142,0.0005129861,0.00001008246,9.81383e-7,0.000002245508,0.00004587782,0.000006188162,0.0001015707],"genre_scores_gemma":[0.9995704,0.00002370579,0.0002999948,0.000006264436,0.000001534345,0.000002266151,0.00004721145,0.000003813848,0.00004467495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001341799,"threshold_uncertainty_score":0.002668023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03434905011779752,"score_gpt":0.2787076119055365,"score_spread":0.244358561787739,"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."}}