{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001561418,0.0001979029,0.0002579687,0.0002107448,0.0003834341,0.0002903941,0.0004407035,0.00002210928,0.00001576715],"category_scores_gemma":[0.005740249,0.0001490416,0.0002675518,0.0006317255,0.0001345073,0.0003196001,0.0002148467,0.0001616438,0.000001823523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126685,"about_ca_system_score_gemma":0.0005666692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002088529,"about_ca_topic_score_gemma":0.00003693447,"domain_scores_codex":[0.9979762,0.0003811787,0.0006015981,0.0003458261,0.0003840726,0.0003110696],"domain_scores_gemma":[0.9972347,0.0008000205,0.000480699,0.0004193369,0.0004284385,0.0006368133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002891952,0.0006833497,0.8561001,0.00007258689,0.00004820672,0.00002413849,0.001402636,0.00578296,0.1285187,0.0003091472,0.0007452564,0.006023718],"study_design_scores_gemma":[0.0005331522,0.00006670913,0.909844,0.00009896732,0.0001134429,0.000002241126,0.0004157133,0.00004341337,0.08818095,0.000333932,0.0002403179,0.0001270856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969727,0.000440555,0.00003580429,0.001757335,0.00007879318,0.0002994873,0.0001821927,0.000009364879,0.0002238115],"genre_scores_gemma":[0.9992959,0.0001544167,0.0001046255,0.0002631882,0.00006835446,0.00002640688,0.00000402735,0.00002451824,0.00005849963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05374397,"threshold_uncertainty_score":0.6872029,"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."}}