{"id":"W1834161563","doi":"10.1002/mds.26118","title":"A longitudinal study of magnetic resonance spectroscopy Huntington's disease biomarkers","year":2015,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; Pacific Centre for Reproductive Medicine; University of British Columbia Hospital","funders":"Medical Research Council","keywords":"In vivo magnetic resonance spectroscopy; Putamen; White matter; Metabolite; Magnetic resonance imaging; Internal medicine; Biomarker; Analysis of variance; Gliosis; Medicine; Psychology; Nuclear medicine; Pathology; Chemistry; Radiology","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":[0.0007107801,0.0002160668,0.0002662793,0.0003408652,0.000427008,0.0003612493,0.0001398153,0.000375095,0.0005741231],"category_scores_gemma":[0.001387187,0.0001779087,0.0001585444,0.0002982839,0.0001431474,0.0003578364,0.000274962,0.000374196,0.0001671305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001597623,"about_ca_system_score_gemma":0.000161605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002426255,"about_ca_topic_score_gemma":0.003029567,"domain_scores_codex":[0.9997935,0.00005448856,0.00001559345,0.00006362143,0.00003336735,0.00003945714],"domain_scores_gemma":[0.9992422,0.00007349603,0.0002466035,0.00009354382,0.0001633223,0.0001809348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000894537,0.0001911451,0.9837273,0.00001702079,0.0001770937,0.0002650089,0.0005080673,0.00006126957,0.007115166,0.00004270449,0.0001657474,0.006835016],"study_design_scores_gemma":[0.00000675353,0.0004552655,0.9987267,0.000003449974,0.00003956564,0.0001467389,0.00009032616,0.00006506409,0.0002505268,0.00002201212,0.0001901349,0.000003485442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991531,0.0002624313,0.0001752141,0.00002301754,0.000003883769,0.000007394952,0.0002098862,0.00000534434,0.0001596124],"genre_scores_gemma":[0.998956,0.00009925922,0.0001260065,0.00001945264,0.000005655342,0.00001159584,0.0004244479,0.000002144128,0.0003555796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002426255,"threshold_uncertainty_score":0.004824281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514395605106888,"score_gpt":0.2852848919013508,"score_spread":0.250140935850282,"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."}}