{"id":"W2803113191","doi":"10.1093/brain/awy122","title":"Testing a longitudinal compensation model in premanifest Huntington’s disease","year":2018,"lang":"en","type":"article","venue":"Brain","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; Wellcome Trust; University College London Hospitals NHS Foundation Trust; National Institute for Health and Care Research; Cure Huntington's Disease Initiative; CHDI Foundation","keywords":"Huntington's disease; Neurodegeneration; Neuroscience; Cognition; Psychology; Disease; Compensation (psychology); Physical medicine and rehabilitation; Cognitive psychology; Medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001286784,0.0001309869,0.00009810803,0.00009854181,0.0001400899,0.00006304179,0.000194455,0.00001916145,0.00003441198],"category_scores_gemma":[0.004282532,0.0001362221,0.00002940379,0.0003256297,0.0001459297,0.0001339154,0.00009636928,0.00007210144,0.0001128181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003089973,"about_ca_system_score_gemma":0.0001082102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001820398,"about_ca_topic_score_gemma":0.00005758296,"domain_scores_codex":[0.9986477,0.0001442044,0.0001935931,0.0004998909,0.0002398169,0.0002747535],"domain_scores_gemma":[0.9991949,0.0002870004,0.00007127894,0.0002549936,0.00006033956,0.0001314933],"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":[0.000048677,0.0001775761,0.1225151,0.000021903,7.504725e-7,0.000022945,0.0002215557,0.005706953,0.8676293,0.002254539,0.0005784973,0.0008222444],"study_design_scores_gemma":[0.0003669975,0.00006026476,0.5418862,0.00003887201,0.000005819853,0.000002830579,0.0000102018,0.227555,0.2279392,0.001906991,0.00003798175,0.0001897189],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956269,0.000004593792,0.0009753025,0.0006690633,0.00008612162,0.0002644993,0.00001668377,0.00007736684,0.00227951],"genre_scores_gemma":[0.9971609,3.111388e-7,0.0009791219,0.001381476,0.0001357336,0.00002942216,0.000002432778,0.00002072821,0.0002898565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6396901,"threshold_uncertainty_score":0.5554978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08552438286052647,"score_gpt":0.3044860349692704,"score_spread":0.2189616521087439,"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."}}