{"id":"W4399414136","doi":"10.2196/53431","title":"Effectiveness of Technological Interventions for Older Adults With Parkinson Disease: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR Serious Games","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Intervention (counseling); Parkinson's disease; Psychological intervention; Gerontology; Disease; Population ageing; Medicine; Physical medicine and rehabilitation; Population; Physical therapy; Psychology; Psychiatry; Computer science; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001632015,0.0005604003,0.004077602,0.0002440067,0.0001668658,0.00001445024,0.0004514143,0.0005372947,0.00001700387],"category_scores_gemma":[0.000345648,0.000324694,0.001604612,0.0005707042,0.0001161415,0.00007003194,0.0001660834,0.0007999496,0.0001490557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015372,"about_ca_system_score_gemma":0.0003188469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003693963,"about_ca_topic_score_gemma":0.0000110727,"domain_scores_codex":[0.9949833,0.001872753,0.001721856,0.0006939768,0.0002677398,0.0004603779],"domain_scores_gemma":[0.9966347,0.000882232,0.001314596,0.0008371629,0.0002013742,0.0001299747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004937701,0.0003203595,0.000004906582,0.945241,0.0004063073,0.000009950857,0.00003294228,2.950341e-9,1.323666e-7,0.0006671543,0.001035548,0.05223237],"study_design_scores_gemma":[0.0004096976,0.0001416446,0.0004209098,0.8390356,0.006669589,0.000008079457,0.00006821738,0.000001474446,1.461804e-8,0.0001045687,0.1528556,0.0002845754],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002804724,0.9635603,0.0001760426,0.00003539541,0.0003618043,0.03495003,0.0004693191,0.0003090138,0.0001099985],"genre_scores_gemma":[0.0003999554,0.9384658,0.00008259771,0.00002207377,0.00005738117,0.05921473,0.0005534869,0.000102423,0.001101574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1518201,"threshold_uncertainty_score":0.9999205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03196505747862465,"score_gpt":0.4194638028424023,"score_spread":0.3874987453637777,"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."}}