{"id":"W4392668327","doi":"10.2196/55452","title":"Measuring Physical Functioning Using Wearable Sensors in Parkinson Disease and Chronic Obstructive Pulmonary Disease (the Accuracy of Digital Assessment of Performance Trial Study): Protocol for a Prospective Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerie van Economische Zaken en Klimaat; Radboud Universitair Medisch Centrum; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Verily Life Sciences; Parkinson's Foundation","keywords":"Observational study; Medicine; Protocol (science); Physical therapy; Pulmonary disease; Wearable computer; Parkinson's disease; Physical medicine and rehabilitation; Disease; Computer science; Internal medicine; Alternative medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02899686,0.004670546,0.007450608,0.0023228,0.00369223,0.003049348,0.002529446,0.004987724,0.02613441],"category_scores_gemma":[0.02265365,0.00251941,0.004928545,0.003555998,0.002133077,0.002192144,0.001992146,0.004461869,0.007568787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004047143,"about_ca_system_score_gemma":0.01238192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003172716,"about_ca_topic_score_gemma":0.005387056,"domain_scores_codex":[0.9820514,0.01013482,0.003112729,0.001725194,0.001662807,0.001312983],"domain_scores_gemma":[0.9860849,0.002213057,0.002895478,0.001994979,0.005328114,0.001483417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7537748,0.02864559,0.01783137,0.03829214,0.004763074,0.001062895,0.001672184,0.006117853,0.006739596,0.006767556,0.0622584,0.07207453],"study_design_scores_gemma":[0.7228717,0.05585181,0.05707809,0.01343214,0.002838474,0.00043087,0.000847057,0.005684879,0.00262905,0.005452791,0.1323976,0.0004856151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002552003,0.0003566242,0.001842733,0.0001178902,0.000170651,0.9915105,0.002597531,0.00007164597,0.0007803639],"genre_scores_gemma":[0.001552038,0.00009175031,0.001533413,0.00006575303,0.00002302735,0.99612,0.0004669361,0.000005234622,0.0001418602],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02899686,"threshold_uncertainty_score":0.1533518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.381725782495658,"score_gpt":0.57655350863043,"score_spread":0.194827726134772,"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."}}