{"id":"W2953389871","doi":"10.1002/mds.27772","title":"Remote Monitoring of Treatment Response in Parkinson's Disease: The Habit of Typing on a Computer","year":2019,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; University of British Columbia","funders":"Michael J. Fox Foundation for Parkinson's Research","keywords":"Dopaminergic; Parkinson's disease; Rating scale; Receiver operating characteristic; Physical medicine and rehabilitation; Disease; Typing; Levodopa; Psychology; Medicine; Physical therapy; Internal medicine; Computer science; Developmental psychology; Dopamine; Speech recognition","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":[0.0001597205,0.0001721555,0.0002816692,0.0001372699,0.00002867715,0.000005549109,0.00008051389,0.00003157451,0.00004971442],"category_scores_gemma":[0.00001598144,0.0001162837,0.000146621,0.0001571442,0.00003180532,0.00002964338,0.00003278377,0.0000540718,0.00001530037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002481481,"about_ca_system_score_gemma":0.00008901012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002493668,"about_ca_topic_score_gemma":0.00001429808,"domain_scores_codex":[0.9989765,0.00008562346,0.0002458261,0.0002592603,0.0002256099,0.0002071987],"domain_scores_gemma":[0.9992428,0.000102694,0.0001121266,0.0004337827,0.00002301334,0.000085566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01024151,0.001647142,0.9149376,0.0001451198,0.000330713,0.00002457227,0.0005642729,0.001363928,0.002382977,0.0002402692,0.00005872812,0.06806321],"study_design_scores_gemma":[0.0045149,0.002058151,0.9815135,0.0004723635,0.00009612946,8.290483e-8,0.0002703606,0.002982384,0.002171812,0.001072094,0.004736702,0.0001115483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970661,0.0004786969,0.0001126971,0.000956861,0.000161473,0.0008796442,0.00001977262,0.00001523378,0.0003095223],"genre_scores_gemma":[0.9986694,0.0002489043,0.0004386208,0.0002771274,0.00002210775,0.00002786881,0.000007921438,0.00001974267,0.0002883442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06795167,"threshold_uncertainty_score":0.4741912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503061394552188,"score_gpt":0.2652237787127149,"score_spread":0.250193164767193,"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."}}