{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001011921,0.0001662498,0.0001630832,0.0001686068,0.0002582518,0.00004813068,0.0002830861,0.00004852761,0.0009267165],"category_scores_gemma":[0.0004310152,0.0001499264,0.00006357449,0.000347106,0.0002412983,0.0001041134,0.0002032291,0.000131254,0.00005201272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002357563,"about_ca_system_score_gemma":0.00002428046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006339155,"about_ca_topic_score_gemma":0.000003989583,"domain_scores_codex":[0.9984692,0.000250405,0.0002918893,0.000522659,0.0001783408,0.0002875335],"domain_scores_gemma":[0.9993488,0.00008433322,0.00015281,0.0002734125,0.00006642663,0.00007420575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002135554,0.00003331057,0.1201007,0.00001842494,0.000001668791,0.000002652171,0.001105068,0.000007772227,0.8775354,0.0001998245,0.0009516231,0.00002218189],"study_design_scores_gemma":[0.0003110065,0.00002351492,0.8770486,0.00003313127,0.000003069809,7.278106e-7,0.0000287145,0.000192124,0.1210095,0.0009636515,0.0002427749,0.000143272],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979647,0.00001185119,0.0001105486,0.001126979,0.0002261982,0.0002555926,0.00003380926,0.0000354608,0.0002349042],"genre_scores_gemma":[0.9931464,0.00000104549,0.000135017,0.0062847,0.00012583,0.000009255703,0.00001412056,0.00001572282,0.0002679021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7569478,"threshold_uncertainty_score":0.9999866,"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."}}