{"id":"W4409697623","doi":"10.21203/rs.3.rs-6276595/v1","title":"What do real-world gait related digital mobility outcomes tell us about Parkinson’s disease? A systematic review of the literature","year":2025,"lang":"en","type":"review","venue":"Research Square","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"H. Lundbeck A/S; Parkinson's UK; Intercept Pharmaceuticals; Engineering and Physical Sciences Research Council; Teva Pharmaceutical Industries; National Institute for Health and Care Research; Alzheimer's Society; Weston Brain Institute","keywords":"Parkinson's disease; Gait; Physical medicine and rehabilitation; Systematic review; Medicine; Disease; MEDLINE; Political science; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01021193,0.00146172,0.01145809,0.01110141,0.0006833167,0.00349057,0.001674187,0.002671559,0.00347319],"category_scores_gemma":[0.05663253,0.001183117,0.01001813,0.01022857,0.001502806,0.002728207,0.001973012,0.001835614,0.0002577667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003304135,"about_ca_system_score_gemma":0.01005494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079941,"about_ca_topic_score_gemma":0.03393819,"domain_scores_codex":[0.9909313,0.002664342,0.00399251,0.000849002,0.001351028,0.0002118634],"domain_scores_gemma":[0.9528736,0.03711526,0.007167287,0.0004887234,0.00196629,0.0003888309],"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":[0.0002796384,0.00002280549,0.001913789,0.9397011,0.01736514,0.00005665244,0.0002451659,0.00006611168,0.00009411198,0.0001828629,0.0007234992,0.03934906],"study_design_scores_gemma":[0.0002840177,0.0002368345,0.008728269,0.8630767,0.1166582,0.0002928255,0.0004755789,0.00007704113,0.0001276254,0.0004061244,0.009580375,0.00005646585],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008471837,0.9983889,0.00007476773,0.0001673684,0.00006828864,0.00008583107,0.0002726941,0.000002294192,0.00009269928],"genre_scores_gemma":[0.01251344,0.9863117,0.0003086105,0.0003779285,0.00007218156,0.0001962304,0.0001747668,0.000002083965,0.00004296795],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01145809,"threshold_uncertainty_score":0.05400652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004711838764897,"score_gpt":0.5238777322101517,"score_spread":0.423406548333662,"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."}}