{"id":"W4416128535","doi":"10.3389/fdgth.2025.1725819","title":"Editorial: Digital remote patient monitoring in neurodegenerative diseases","year":2025,"lang":"en","type":"article","venue":"Frontiers in Digital Health","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Disease; Remote patient monitoring; Wearable technology; Telemedicine; Disease management; Digital health; Disease monitoring; Wearable computer; Medical diagnosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006011227,0.005458767,0.005884122,0.004270936,0.003243275,0.008326718,0.006020417,0.02222923,0.02539963],"category_scores_gemma":[0.0202582,0.001600109,0.004088446,0.002080917,0.003443473,0.005517973,0.001762563,0.02295725,0.02345188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002590905,"about_ca_system_score_gemma":0.001875948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287837,"about_ca_topic_score_gemma":0.001971415,"domain_scores_codex":[0.9941982,0.0009663711,0.0008834543,0.0009694195,0.002517977,0.000464544],"domain_scores_gemma":[0.9759136,0.01004036,0.001518908,0.0008776393,0.008016051,0.003633447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001125577,0.00004773723,0.00005896932,0.0005031051,0.00003134825,0.0001899364,0.00001505673,0.00005609457,0.00009503692,0.0003110387,0.9899436,0.008635429],"study_design_scores_gemma":[0.0001623725,0.0001183356,0.0007720423,0.0008880214,0.0000737119,0.0005753791,0.00005985995,0.0003737709,0.0002214281,0.0007951777,0.9959213,0.00003865314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006277431,0.002906185,0.0001405498,0.01326885,0.9820432,0.00003276783,0.00007862812,0.0001269869,0.001340009],"genre_scores_gemma":[0.0003705059,0.00222202,0.00008997473,0.01268721,0.9803827,0.00002465319,0.00003972498,0.00003232733,0.004150819],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02539963,"threshold_uncertainty_score":0.08497024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009495730950396228,"score_gpt":0.2794551642834169,"score_spread":0.2699594333330206,"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."}}