{"id":"W3153934952","doi":"10.3233/jhd-200462","title":"The Impact of Upcoming Treatments in Huntington’s Disease: Resource Capacity Limitations and Access to Care Implications","year":2021,"lang":"en","type":"article","venue":"Journal of Huntington s Disease","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"National Institutes of Health; Deutsches Zentrum für Neurodegenerative Erkrankungen; Deutsche Forschungsgemeinschaft; Teva Pharmaceutical Industries; Bundesministerium für Bildung und Forschung; CHDI Foundation; European Huntington's Disease Network; Omeros Corporation; F. Hoffmann-La Roche; Jacques und Gloria Gossweiler-Stiftung; European Commission; Pfizer; National Science Foundation","keywords":"Medicine; Health care; Resource (disambiguation); Disease; Business; Huntington's disease; Capacity building; Administration (probate law); Nursing; Medical emergency; Political science; Computer science","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":[0.005214743,0.0001884135,0.0003752119,0.0009872105,0.001161929,0.003293784,0.001425722,0.0009606503,0.00777793],"category_scores_gemma":[0.02953167,0.0002621076,0.0006453742,0.001522292,0.002374851,0.004489386,0.003654219,0.001433342,0.0002532001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007663354,"about_ca_system_score_gemma":0.006168328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04395447,"about_ca_topic_score_gemma":0.03601507,"domain_scores_codex":[0.9939204,0.003552928,0.0003400142,0.0002753593,0.0005176101,0.001393592],"domain_scores_gemma":[0.9672409,0.01924383,0.005683927,0.0004487468,0.002095131,0.005287446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005906619,0.0005424226,0.7212033,0.001752798,0.0005115088,0.003822647,0.03048096,0.01785557,0.0005384946,0.04539493,0.02217605,0.1551307],"study_design_scores_gemma":[0.00008011135,0.0004870423,0.7580576,0.004526995,0.0002484515,0.002628338,0.1186274,0.01863057,0.0004384274,0.06201919,0.03404942,0.0002065915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134851,0.006994661,0.002701061,0.05372159,0.0001443432,0.00009722651,0.001165968,0.00002996469,0.0216601],"genre_scores_gemma":[0.9976656,0.0009679776,0.0003795272,0.0005785115,0.00003155349,0.00002651332,0.0001088295,0.000004574365,0.0002368869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04395447,"threshold_uncertainty_score":0.08739722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07485648787808537,"score_gpt":0.347156946410436,"score_spread":0.2723004585323507,"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."}}