{"id":"W7073687249","doi":"","title":"Evolution of prodromal clinical markers of Parkinson disease in a GBA mutation-positive cohort.","year":2015,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glucocerebrosidase; REM sleep behavior disorder; Prodrome; Disease; Depression (economics); Rapid eye movement sleep; Cohort; Etiology; Dementia; Movement disorders","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":[0.0003730498,0.00009095303,0.0002434976,0.0001038727,0.00007308378,0.000005987788,0.000132767,0.00006046092,0.00008084619],"category_scores_gemma":[0.000145066,0.00008594873,0.00009082054,0.000471969,0.0002017231,0.0006456626,0.00003485268,0.00008437594,0.00001907912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003720488,"about_ca_system_score_gemma":0.0001627087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006510635,"about_ca_topic_score_gemma":0.007087777,"domain_scores_codex":[0.9989128,0.0002110432,0.0002262002,0.0002362096,0.0002526403,0.0001611203],"domain_scores_gemma":[0.9993442,0.0001491051,0.0001659468,0.0001089092,0.0001004019,0.0001314471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002314544,0.00009901978,0.9905658,0.0000151873,0.00002826415,0.00008049119,0.0001132727,0.00487018,0.000001189004,0.0009847746,0.0004679273,0.0004592918],"study_design_scores_gemma":[0.0009517505,0.0004364283,0.9805868,0.00002491048,0.00003917499,9.770171e-7,0.002875422,0.01397458,0.000002365133,0.000684063,0.0003256028,0.00009787372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961531,0.0001853089,0.0004276324,0.0002407102,0.0001563569,0.0003392389,0.0006302009,0.000009667341,0.001857762],"genre_scores_gemma":[0.9991465,0.00005425256,0.0002129895,0.00001591018,0.00002006225,2.950507e-7,0.0001309074,0.000001345568,0.0004177923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009979002,"threshold_uncertainty_score":0.9842176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746870766647264,"score_gpt":0.2075833425791387,"score_spread":0.1901146349126661,"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."}}