{"id":"W2968165894","doi":"10.3389/fneur.2019.00922","title":"A Novel MRI Compatible Balance Simulator to Detect Postural Instability in Parkinson's Disease","year":2019,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; International Collaboration On Repair Discoveries; Vancouver Coastal Health; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Parkinson Canada","keywords":"Balance (ability); Dynamic balance; Physical medicine and rehabilitation; Parkinson's disease; Postural instability; Center of pressure (fluid mechanics); Force platform; Trunk; Gait; Supine position; Psychology; Medicine; Simulation; Physical therapy; Computer science; Physics; Disease; Mechanics; Surgery","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":[0.0004629415,0.0006358832,0.0004421902,0.0005494886,0.00007995576,0.0002697262,0.0004482992,0.0006587646,0.001172959],"category_scores_gemma":[0.001251499,0.0002541588,0.0002008183,0.0001712487,0.000110365,0.0003296325,0.0004674726,0.0002409406,0.0002643744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058577,"about_ca_system_score_gemma":0.0002169661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004422562,"about_ca_topic_score_gemma":0.0009409685,"domain_scores_codex":[0.9998073,0.00006095429,0.000018355,0.00003346048,0.00006383454,0.00001611332],"domain_scores_gemma":[0.9995762,0.0001256533,0.00006174316,0.00002350025,0.0001457625,0.00006722634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005044056,0.001207117,0.0598106,0.0007845821,0.0002403035,0.0008732702,0.0002764538,0.003819735,0.7761855,0.000196422,0.00151228,0.1500497],"study_design_scores_gemma":[0.002138633,0.04106482,0.466509,0.000281058,0.001015823,0.01270439,0.0005207798,0.2587833,0.2080033,0.0008425938,0.00785752,0.0002789109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240789,0.0009576398,0.07036522,0.0001716143,0.0001222054,0.0008317573,0.0009925937,0.0008446332,0.00163556],"genre_scores_gemma":[0.9402589,0.0004168807,0.05679979,0.0002380108,0.00006190081,0.0007105063,0.0006417804,0.00004967429,0.0008226309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001172959,"threshold_uncertainty_score":0.003923953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008893756581564091,"score_gpt":0.2426483283466014,"score_spread":0.2337545717650373,"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."}}