{"id":"W7009924903","doi":"","title":"Evolution of prodromal parkinsonian features in a cohort of GBA mutation-positive individuals: a 6-year longitudinal study","year":2019,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Population; Depression (economics); Rating scale; Alcohol consumption","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003499628,0.0001866604,0.0005789484,0.0007721796,0.00007701467,0.00001151425,0.0002517665,0.000123922,0.0001382578],"category_scores_gemma":[0.0001041233,0.0002004694,0.0001512227,0.001451626,0.0001672556,0.0006732593,0.0002034351,0.0003005978,0.00002387509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005790175,"about_ca_system_score_gemma":0.0005378314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619156,"about_ca_topic_score_gemma":0.001742341,"domain_scores_codex":[0.9978989,0.0002205872,0.0002557396,0.0004671487,0.000841923,0.0003157282],"domain_scores_gemma":[0.9989557,0.0001251511,0.0001902983,0.0003664915,0.0002679854,0.00009437231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002442484,0.001812049,0.989776,0.0001678362,0.0003228605,0.0004734676,0.001767695,0.00006716358,0.0004672555,0.002447454,0.0001801686,0.00007554286],"study_design_scores_gemma":[0.006588858,0.001621005,0.9701578,0.0001942411,0.0001628956,0.00003333048,0.02061616,0.0001589186,0.0002251521,0.00005037377,0.00002629569,0.0001649392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938453,0.0001634457,0.00006325074,0.0001359756,0.00005897313,0.002688444,0.000442281,0.00001903993,0.002583218],"genre_scores_gemma":[0.9954579,0.00001290118,0.0001778188,0.000007550333,0.00001485052,0.000005015203,0.00004995351,0.00001794422,0.004255998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0196182,"threshold_uncertainty_score":0.8174903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009064812750781973,"score_gpt":0.2457515228186849,"score_spread":0.2366867100679029,"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."}}