{"id":"W3120807754","doi":"10.1007/s00702-020-02286-9","title":"Promise and challenges of dystonia brain banking: establishing a human tissue repository for studies of X-Linked Dystonia-Parkinsonism","year":2021,"lang":"en","type":"article","venue":"Journal of Neural Transmission","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Dystonia; Parkinsonism; Neurology; Medicine; Neuroscience; Physical medicine and rehabilitation; Psychology; 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":[0.0002271894,0.0001454707,0.0006471467,0.00008926472,0.00009629654,0.00001080366,0.00006673462,0.00008814788,0.000007589102],"category_scores_gemma":[0.0001770147,0.00009555133,0.0001654961,0.00007600016,0.00009088863,0.0001188709,0.00001862502,0.0001848308,3.254091e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001640578,"about_ca_system_score_gemma":0.00005335665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002510534,"about_ca_topic_score_gemma":0.000001219719,"domain_scores_codex":[0.9986734,0.0001095363,0.0006148921,0.0001870998,0.0002719533,0.0001431184],"domain_scores_gemma":[0.9987303,0.0002792181,0.0004016706,0.0001170043,0.0003522939,0.0001195047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001042888,0.0007659237,0.001159109,0.001807942,0.0002904428,0.000886097,0.001755433,0.000008835676,0.940951,0.0001663446,0.0001428927,0.05102311],"study_design_scores_gemma":[0.02938784,0.027199,0.1111821,0.005544488,0.00181813,0.002846335,0.00233751,0.0003573853,0.7868621,0.01519943,0.01674408,0.0005215724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518723,0.03710211,0.00005041143,0.01046514,0.0001009107,0.0002662468,0.000002559305,0.000007196442,0.0001330395],"genre_scores_gemma":[0.9942796,0.003769244,0.001589562,0.0001164322,0.0000626213,0.000004144686,0.000001440096,0.0000156022,0.0001613129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1540889,"threshold_uncertainty_score":0.389647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09238866167651665,"score_gpt":0.3520764372208676,"score_spread":0.2596877755443509,"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."}}