{"id":"W2981965328","doi":"10.1186/s12984-019-0598-5","title":"Integrated robotics platform with haptic control differentiates subjects with Parkinson’s disease from controls and quantifies the motor effects of levodopa","year":2019,"lang":"en","type":"article","venue":"Journal of NeuroEngineering and Rehabilitation","topic":"Parkinson's Disease and Spinal Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"Southeastern Ontario Academic Medical Organization","keywords":"Parkinson's disease; Robotics; Physical medicine and rehabilitation; Neurology; Levodopa; Motor control; Neuroscience; Medicine; Haptic technology; Psychology; Artificial intelligence; Disease; Computer science; Robot; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006123961,0.0004459675,0.0003635795,0.000461949,0.0001121938,0.0003688005,0.0001320956,0.0003178477,0.001841163],"category_scores_gemma":[0.001069802,0.0001223275,0.0001778192,0.0001613105,0.0002203572,0.0002489352,0.0002496083,0.0001279585,0.0002572362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734111,"about_ca_system_score_gemma":0.0001047637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005829444,"about_ca_topic_score_gemma":0.001406988,"domain_scores_codex":[0.999702,0.00006023384,0.00003802939,0.00009368045,0.00007649148,0.00002954324],"domain_scores_gemma":[0.9992058,0.0002009117,0.0003502701,0.00004808802,0.000127903,0.00006704243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01001377,0.001140323,0.5378312,0.0004749442,0.0002811981,0.0006668981,0.0003367984,0.001771663,0.2968681,0.0001555475,0.0007682251,0.1496914],"study_design_scores_gemma":[0.000143297,0.007433537,0.9610621,0.00002747885,0.0001275937,0.002211113,0.0001125631,0.009420424,0.01870476,0.00008928826,0.000636333,0.00003150285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996558,0.0002025973,0.00254391,0.0000138452,0.000007791215,0.00003186715,0.0001160371,0.00007596096,0.0004498594],"genre_scores_gemma":[0.9958977,0.00006480132,0.003432349,0.00001601674,0.000006933002,0.00003448583,0.0001789706,0.000005253587,0.000363698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001841163,"threshold_uncertainty_score":0.006159306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004392872109135922,"score_gpt":0.1946335756220278,"score_spread":0.1902407035128919,"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."}}