{"id":"W4213086891","doi":"10.21203/rs.3.rs-24215/v3","title":"Parkinson's disease: Current assessment methods and wearable devices for evaluation of movement disorder motor symptoms - A patient and healthcare professional perspective","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Parkinson's UK; Trent University; Nottingham Trent University","keywords":"Perspective (graphical); Wearable computer; Health care; Physical medicine and rehabilitation; Motor symptoms; Wearable technology; Parkinson's disease; Movement (music); Disease; Psychology; Medicine; Computer science; Political science; Artificial intelligence","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":[0.01141374,0.0009177829,0.00143401,0.002179007,0.0003243548,0.006719602,0.001101034,0.002976027,0.004697803],"category_scores_gemma":[0.01301019,0.0003763908,0.0007371166,0.002060805,0.002282661,0.003637817,0.001000102,0.001651024,0.001838933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169837,"about_ca_system_score_gemma":0.001788125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066838,"about_ca_topic_score_gemma":0.002375796,"domain_scores_codex":[0.9953607,0.001920645,0.0004342935,0.0005773985,0.001545699,0.0001613385],"domain_scores_gemma":[0.9870387,0.008209139,0.0008154539,0.0006167099,0.002990542,0.0003295394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009068123,0.0003084574,0.02631952,0.00455789,0.0002159914,0.0005933624,0.001012724,0.0007754494,0.007802392,0.0303659,0.03240452,0.8947369],"study_design_scores_gemma":[0.0002743772,0.00339835,0.1873397,0.0167744,0.001024715,0.01742285,0.007653915,0.01256036,0.01970199,0.1291094,0.6042958,0.000444161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.02301693,0.8325855,0.03709376,0.07138709,0.003468029,0.0001273271,0.0007460212,0.0003416539,0.03123369],"genre_scores_gemma":[0.2202955,0.6834326,0.05733475,0.01076153,0.009983094,0.0002351219,0.0008176886,0.0002047727,0.01693491],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01141374,"threshold_uncertainty_score":0.06036234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031554896646477,"score_gpt":0.5192764298417429,"score_spread":0.4161209401770953,"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."}}